Hey everyone,
I've found MBTI to be a useful and accurate framework in understanding myself and others. I've seen the criticisms, and as a data scientist , I decided to dive into the scientific concerns about MBTI. Honestly, I'm not convinced it's all pseudoscience. I'm open to discussion and ready to defend my points.

Reliability Concerns

Attachment Types and ADHD Comparison:

• Many psychological constructs, like attachment styles and ADHD, face similar reliability issues. Diagnosing these often requires extensive therapy and discussion rather than simple tests.
• Just because MBTI struggles with reliability doesn't mean it lacks value. The complexity of human psychology inherently makes consistent measurement challenging. So, MBTI's reliability issues don't discredit its potential usefulness.

Validity Issues

Purpose of MBTI:

• MBTI is designed to measure cognitive functions and how people process information, not necessarily to predict career or romantic success.
• Assessing MBTI using the same metrics as the Big Five misses its core purpose. Each MBTI type has different strengths and weaknesses, leading to success in various ways. This makes traditional validity metrics less appropriate.

Modeling Complexity

Data Variation and Effect Detection:

• The 16 MBTI personality types provide less signal and variation, making it harder to detect effects compared to continuous variables in models like the Big Five.
• A 16-level multicategory model increases the complexity of analysis, potentially requiring larger sample sizes to achieve statistical significance. This complexity can contribute to challenges in validating MBTI through traditional research methods.

Acknowledging Research Concerns

• While existing research raises valid concerns about MBTI's scientific robustness, it is essential to recognize the inherent difficulties in measuring complex psychological constructs.
• MBTI may not have been studied adequately or with the appropriate methodologies to capture its full potential.
• Despite scientific criticisms, MBTI has practical utility in contexts like personal development, team-building, and communication improvement. These applications highlight its value beyond empirical validation.

In summary, while acknowledging the reliability and validity concerns of MBTI, I argue that it might be under-researched and deserving of further study. The challenges in modeling complexity and data variation highlight the need for innovative research approaches. A balanced view recognizes the practical benefits MBTI provides, even as we strive for a more rigorous understanding of its scientific basis.
I'm looking forward to the comments and ready to debate this. Let's see if my points hold up!

https://wcyslbiy.forms.app/subreddit-survey-2

The General Social Survey (GSS) is a sociological survey created in 1972 by the National Opinion Research Center (NORC) at the University of Chicago and funded by the National Science Foundation. The GSS collects information biannually and keeps a historical record of the concerns, experiences, attitudes, and practices of residents.

Share amongst your friends to avoid sampling bias. The survey is not subreddit specific so it can be filled by anyone. Copied a template and slightly changed from - iop.harvard.edu/youth-poll/47th-edition-spring-2024
It will be open until 18th May 2024. Results and CSV will be published if you want to do further analysis

https://wcyslbiy.forms.app/subreddit-survey

The General Social Survey (GSS) is a sociological survey created in 1972 by the National Opinion Research Center (NORC) at the University of Chicago and funded by the National Science Foundation. The GSS collects information biannually and keeps a historical record of the concerns, experiences, attitudes, and practices of residents.

Share amongst your friends to avoid sampling bias. The survey is not subreddit specific so it can be filled by anyone. Copied a template and slightly changed from - iop.harvard.edu/youth-poll/47th-edition-spring-2024
It will be open until 18th May 2024. Results and CSV will be published if you want to do further analysis

~Tow tractor market~ is anticipated to grow at a CAGR of 3.5% during the forecast period (2024-2031). Tow tractors are energy-efficient vehicles that are used in the transportation of goods and loads in warehouses, distribution centers, industries, and several other places. Towing tractors offer safety and high efficiency for picking and transportation operations of various types of goods such as stacked goods or unstacked goods, and roller caged goods.
Get Free Sample link @ https://www.omrglobal.com/request-sample/tow-tractor-market
Rise in awareness about environmental protection across the globe and enactment of stringent emission norms are the major factors boosting the adoption of electric tow tractors. Preference for these tractors are increasing in the industrial application for material handling operations due to advantages such as environmental friendliness, cost-effectiveness, enhanced efficiency & productivity, noise reduction, flexibility, and adaptability. The tow tractor industry is experiencing substantial growth, propelled by a heightened emphasis on sustainability, particularly through the widespread adoption of eco-friendly power sources such as lithium-ion batteries. As industries prioritize environmental considerations, the shift towards cleaner energy solutions aligns with eco-conscious practices and positions tow tractors as integral components in the evolving landscape of sustainable material handling, driving their increased demand and market growth.
full report of Tow Tractor Market available @ https://www.omrglobal.com/industry-reports/tow-tractor-market
· Market Coverage
· Market number available for – 2024-2031
· Base year- 2024
· Forecast period- 2024-2031
· Segment Covered- By Source, By Product Type, By Applications
· Competitive Landscape- Archer Daniels Midland Co., Ingredion Inc., Kerry Group Plc, Cargill
· Inc., and others
Market Segmentation
Global Tow Tractor Market by Type
o Rider-Seated Towing Tractor
o Stand-in Towing Tractor
o Pedestrian Towing Tractor
Global Tow Tractor Market by Propulsion
o Electric
o Fuel
Global Tow Tractor Market by Application
o Airports
o Railway Stations
o Supermarkets
o Industries
o Warehouses
Regional Analysis
o North America
o United States
o Canada
o Europe
o UK
o Germany
o Italy
o Spain
o France
o Rest of Europe
o Asia-Pacific
o China
o India
o Japan
o South Korea
o Rest of Asia-Pacific
o Rest of the World
Company Profiles
o Alke s.r.l
o Eagle Tugs
o Helge Nyberg AB
o John Bradshaw Ltd.
o Kalmar Motor AB
o KION GROUP AG
o Komatsu
o Linde Material Handling GmbH
o Mitsubishi Logisnext Co., Ltd.
o Motrec International Inc.
o SIMAI S.p.A
o Stanley Black & Decker, Inc.
o Taylor-Dunn Manufacturing, LLC
o The Raymond Corp.
o Toyota Material Handling, Inc.
The Report Covers

• Market value data analysis of 2023 and forecast to 2031.
• Annualized market revenues ($ million) for each market segment.
• Country-wise analysis of major geographical regions.
• Key companies operating in the global tow tractor market. Based on the availability of data, information related to new product launches, and relevant news is also available in the report.
• Analysis of business strategies by identifying the key market segments positioned for strong growth in the future.
• Analysis of market-entry and market expansion strategies.
• Competitive strategies by identifying ‘who-stands-where’ in the market.

For More Customized Data, Request for Report Customization @ https://www.omrglobal.com/report-customization/tow-tractor-market
About Orion Market Research Orion Market Research (OMR) is a market research and consulting company known for its crisp and concise reports. The company is equipped with an experienced team of analysts and consultants. OMR offers quality syndicated research reports, customized research reports, consulting and other research-based services. The company also offer Digital Marketing services through its subsidiary OMR Digital and Software development and Consulting Services through another subsidiary Encanto Technologies.
Media Contact:
Company Name: Orion Market Research
Contact Person: Mr. Anurag Tiwari
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Contact no: +91 780-304-0404

Greetings!
Im an undergraduate psych student who is not a fan of stats desperately seeking some advice re a prac report im doing. Ive found significant results with a ttest, but only a small effect size with cohen’s d. However… the sample is reasonably large. So, when interpretating this result, would it be more reasonable to say that
1) the effect size is small but the results still might have some practical significance given the sample is large
Or
2) the effect size is small, and because the sample is larger, it’s more likely to accidentally find small effects with no practical significance
Interpretation 1) was my initial response to the data but I’ve since been thinking and am now wondering whether 2) is more correct.
My uni course coordinator is a deeply unhelpful person so any advice would be much appreciated!
Thankyou!

Window roller blinds not only serve a practical purpose in controlling light and privacy but also contribute significantly to the aesthetic appeal of your home decor. Selecting the right colors and patterns for your roller blinds can enhance the overall ambiance of your living space and complement your interior design scheme.
In this blog, we'll explore some tips and considerations to help you choose the perfect colors and patterns for your window blinds.

Understanding the Impact of Colors and Patterns

Colors and patterns play a crucial role in interior design, influencing the mood, atmosphere, and visual perception of a space. When selecting roller blinds for your windows, it's essential to consider how different colors and patterns will interact with your existing decor and contribute to the overall look and feel of the room.

1. Consider Your Decor Style

Start by assessing your existing decor style and color palette. Are you aiming for a modern, minimalist look, or do you prefer a more traditional, cozy ambiance? Choose roller blinds that complement the overall aesthetic of your space, whether it's sleek and contemporary or warm and rustic.

2. Create Contrast or Cohesion

Decide whether you want your roller blinds to stand out as a focal point or blend seamlessly with the rest of your decor. Opting for contrasting colors or bold patterns can add visual interest and drama to your windows, while selecting shades that match or complement your wall color and furnishings creates a cohesive and harmonious look.

3. Consider the Room's Functionality

Think about the specific function of each room when choosing colors and patterns for your roller blinds. For instance, in a bedroom where relaxation is key, soothing and calming colors such as soft blues or greens may be preferable. In a home office or study area, vibrant colors or stimulating patterns can energize the space and enhance productivity.

4. Evaluate Natural Light Levels

Take into account the amount of natural light that enters the room through your windows. In rooms with ample sunlight, lighter-colored roller blinds can help maximize brightness and create an airy, spacious feel. In contrast, in rooms with less natural light, darker shades or patterns with depth and texture can add warmth and coziness.

5. Choose Timeless or Trendy Designs

Consider whether you prefer roller blinds with timeless, classic designs that will withstand changing trends or if you're open to experimenting with more trendy or seasonal patterns. Neutral colors such as whites, creams, and grays are versatile and timeless, while bold patterns or vibrant hues can add a contemporary touch.

6. Account for Window Size and Placement

The size and placement of your windows will also influence your choice of colors and patterns for roller blinds. Large windows can accommodate bolder designs without overwhelming the space, while smaller windows may benefit from lighter colors or subtle patterns to avoid feeling crowded.

7. Test Samples Before Committing

Before making a final decision, it's a good idea to order samples or swatches of different colors and patterns to see how they look in your space. This allows you to visualize how the roller blinds will interact with your existing decor and make any necessary adjustments before committing to a purchase.

Conclusion

Choosing the right colors and patterns for your window roller blinds is an important decision that can significantly impact the overall look and feel of your home. By considering factors such as decor style, room functionality, natural light levels, and window size, you can select roller blinds that complement your interior design scheme and enhance the ambiance of every room. Whether you opt for timeless neutrals, bold patterns, or subtle textures, your roller blinds can be both functional and stylish additions to your home decor.

https://wcyslbiy.forms.app/subreddit-survey

The General Social Survey (GSS) is a sociological survey created in 1972 by the National Opinion Research Center (NORC) at the University of Chicago and funded by the National Science Foundation. The GSS collects information biannually and keeps a historical record of the concerns, experiences, attitudes, and practices of residents.

Share amongst your friends to avoid sampling bias. The survey is not subreddit specific so it can be filled by anyone. Copied a template and slightly changed from - iop.harvard.edu/youth-poll/47th-edition-spring-2024
It will be open until 18th May 2024. Results and CSV will be published if you want to do further analysis

https://wcyslbiy.forms.app/subreddit-survey-2

The General Social Survey (GSS) is a sociological survey created in 1972 by the National Opinion Research Center (NORC) at the University of Chicago and funded by the National Science Foundation. The GSS collects information biannually and keeps a historical record of the concerns, experiences, attitudes, and practices of residents.

Share amongst your friends to avoid sampling bias. The survey is not subreddit specific so it can be filled by anyone. Copied a template and slightly changed from - iop.harvard.edu/youth-poll/47th-edition-spring-2024
It will be open until 18th May 2024. Results and CSV will be published if you want to do further analysis

Embark on a journey to Azerbaijan, a land where East meets West, offering a rich tapestry of history, culture, and natural beauty. Our meticulously curated tour packages from India provide an unforgettable experience in this enchanting country, perfect for all types of travelers.
Package Highlights:

1. Baku - The Modern Marvel: Explore the vibrant capital city of Baku, where ancient architecture blends seamlessly with modern skyscrapers. Visit iconic landmarks such as the Flame Towers, Maiden Tower, and the historic Old City (Icherisheher). Stroll along the picturesque Baku Boulevard and enjoy the lively atmosphere of the city's cafes and boutiques.
2. Gobustan and Mud Volcanoes: Discover the ancient petroglyphs and rock carvings at Gobustan National Park, a UNESCO World Heritage site. Experience the unique natural phenomenon of the mud volcanoes, one of the few places in the world where you can witness these bubbling mud craters.
3. Sheki - The Cultural Gem: Travel to the charming town of Sheki, known for its rich history and traditional craftsmanship. Visit the stunning Sheki Khan's Palace, adorned with intricate stained glass windows and frescoes. Explore the local bazaars and taste the famous Sheki halva, a delicious local sweet.
4. Gabala - Nature's Paradise: Immerse yourself in the natural beauty of Gabala, surrounded by lush forests, mountains, and crystal-clear lakes. Enjoy outdoor activities such as hiking, cable car rides, and exploring the beautiful Nohur Lake.
5. Wine Tasting Tours: Azerbaijan is renowned for its winemaking tradition. Join a guided wine tasting tour in the scenic vineyards of the country, where you can sample exquisite Azerbaijani wines and learn about the winemaking process.
6. Cultural Experiences: Engage in authentic cultural experiences, including traditional music and dance performances, workshops on carpet weaving, and culinary classes where you can learn to cook Azerbaijani dishes.

Practical Information:

• Duration: Our packages range from 5 to 10 days, offering flexible itineraries to suit your schedule and interests.
• Accommodation: Stay in comfortable hotels, boutique guesthouses, or traditional caravansaries, providing a unique and cozy experience.
• Travel Tips: Ensure your passport is valid for at least six months from the date of travel. Check visa requirements and health advisories before departure. Pack appropriately for varying weather conditions, especially if traveling to different regions of the country.

Conclusion:
Discover the captivating beauty and rich heritage of Azerbaijan with our exclusive Azerbaijan tour packages from India. Whether you're a history buff, nature lover, or culture enthusiast, Azerbaijan has something to offer everyone. Book your adventure today and experience the magic of this fascinating destination!

The crossover vehicles market size was valued at USD 610.3 Billion in 2023 and is expected to reach a market size of USD 1,079.6 Billion by 2032 at a CAGR of 6.5%.
Crossover vehicles, which combine elements of both passenger cars and sport utility vehicles (SUVs), offer consumers a versatile and practical transportation solution. The spacious interiors and flexible seating configurations of crossovers appeal to families and individuals who require ample cargo space without compromising on maneuverability or comfort. The all-wheel-drive capabilities of many crossover models also attract buyers in regions with varying weather conditions.
The growth of the crossover vehicles market is driven by several key factors:
· Consumer Preferences: Modern consumers increasingly prefer crossovers for their blend of the features of both sedans and SUVs. Crossovers offer a higher driving position, more interior space, and better visibility while maintaining the drivability and fuel efficiency of smaller cars.
· Versatility and Practicality: Crossovers are designed to be highly versatile, offering ample cargo space and flexible seating arrangements. This makes them suitable for a wide range of activities, from daily commuting to family road trips and even light off-roading.
· Fuel Efficiency: Advances in automotive technology have enabled crossovers to offer better fuel efficiency compared to traditional SUVs, making them an attractive option for environmentally conscious consumers and those looking to save on fuel costs.
· Urbanization: As urbanization increases, consumers are looking for vehicles that can handle both city driving and occasional outdoor adventures. Crossovers fit this niche perfectly, providing a balance between size, comfort, and capability.
· Safety Features: Crossovers often come equipped with advanced safety features, including multiple airbags, collision avoidance systems, and enhanced stability control. These features appeal to safety-conscious buyers, particularly families.
Request Sample Report: https://datahorizzonresearch.com/request-sample-pdf/crossover-vehicles-market-3070
~Market Segmentation:~
By Vehicle Size (2024-2032)

• Compact
• Mid-Size
• Full-size

By Propulsion (2024-2032)

• Petrol
• Electric
• Diesel
• Others

By Transmission Type (2024-2032)

• Automatic
• Manual

Competitive Landscape:
Some of the major players operating in this market include Toyota Motor Corporation, Honda Motor Co., Ltd., Nissan Motor Co., Ltd., Ford Motor Company, General Motors Company (Chevrolet), Hyundai Motor Company, Kia Motors Corporation, Subaru Corporation, Mazda Motor Corporation, Volkswagen AG, BMW Group, and Daimler AG (Mercedes-Benz). These automakers offer a diverse range of crossover models catering to various consumer preferences and price points, from compact to full-size vehicles.
Regional Overview:
North America currently dominates the crossover vehicles market, driven by the strong demand for versatile and fuel-efficient transportation options in the United States and Canada. According to the Alliance for Automotive Innovation, The Driving Force 2022 report, the automotive ecosystem contributed to 4.9% of the total U.S. GDP and motor vehicle and parts manufacturing accounts for around 6% of the total manufacturing sector in the country highlighting the significant role of the automotive sector in the region's economy.
Key Highlights of the report:
1. Electrification and hybridization of crossover vehicles as well as the increasing integration of advanced driver assistance systems (ADAS) and connectivity features are the upcoming trends.
2. Asia-Pacific is expected to be the fastest-growing region, while North America was the dominant region in 2023.
3. The top 5 players are Toyota, Honda, Nissan, Ford, and Chevrolet.
4. China is anticipated to have the highest CAGR in the crossover vehicles market during the forecast period.
Contact:
DataHorizzon Research
North Mason Street, Fort Collins,
Colorado, United States
Ph: +1-970-672-0390
Website: https://datahorizzonresearch.com/
Email: [sales@datahorizzonresearch.com](mailto:sales@datahorizzonresearch.com)

The Canadian English Language Proficiency Index (CELPIP) is a vital gateway for immigration, citizenship, and professional opportunities in Canada. Acing this computer-based test requires focused preparation, and a well-structured CELPIP prep course can be your game-changer.
Why Choose a CELPIP Prep Course?
While self-study is an option, enrolling in a celpip preparation course offers a multitude of advantages:

• Structured Learning: Prep courses provide a clear roadmap to CELPIP success. They break down the test format, task types, and scoring criteria into easy-to-understand modules, ensuring you target all areas effectively.
• Expert Guidance: Benefit from the knowledge of experienced instructors who possess CELPIP expertise. They can identify your strengths and weaknesses, offering personalized feedback and tailored strategies to maximize your score.
• Practice Makes Perfect: Courses provide a wealth of practice materials, including mock tests that mirror the actual exam environment. This hones your test-taking skills, builds time management expertise, and boosts your confidence on test day.
• Vocabulary & Grammar Expansion: Many courses include targeted vocabulary-building exercises and grammar drills specifically aligned with CELPIP requirements. This refines your fluency and ensures your writing and speaking meet the expected standards.
• Personalized Feedback: Some courses offer one-on-one sessions or small group settings. Here, you can receive invaluable feedback on your writing and speaking samples, allowing you to pinpoint areas for improvement and tailor your approach for optimal results.

What to Expect from a CELPIP Prep Course:
The exact structure and content can vary depending on the provider and format (online vs in-person). However, you can generally expect the following:

1. Comprehensive Test Overview:

This initial stage lays the foundation for your CELPIP success. A good prep course will provide a thorough breakdown of the following:

• Test Format: You'll gain a crystal-clear understanding of the CELPIP structure, including the number of sections, time allocation for each, and the types of tasks you'll encounter.
• Task Types: Each CELPIP section (Listening, Reading, Writing, and Speaking) involves specific task formats. The course will meticulously explain what each task entails, what skills are assessed, and how to approach each one effectively.
• Scoring Criteria: Understanding how your test is scored is vital. The course will demystify the scoring rubrics, highlighting what examiners look for in each section and how to maximize your points in every task.
• Essential Test-Taking Strategies: There are proven strategies to approach the CELPIP that can significantly improve your performance. The course will equip you with time management techniques, active listening skills, effective reading comprehension approaches, and valuable writing and speaking frameworks – all designed to help you excel on test day.

1. Targeted Skills Development:

Acing the CELPIP isn't just about memorizing facts. It's about honing the specific skills required for each section. Here's how a prep course helps you achieve that:

• Listening: Sharpen your listening comprehension by focusing on identifying key points, understanding accents, and following the flow of conversations and lectures.
• Reading: Develop effective reading strategies to tackle various text types, improve your reading speed and comprehension, and strengthen your ability to analyze and infer information from the passages.
• Writing: The course will guide you in crafting clear, concise, and grammatically sound essays and letters that meet the specific CELPIP writing requirements. You'll learn effective vocabulary building techniques and practice writing under timed conditions.
• Speaking: Gain confidence in your spoken English! The course will provide opportunities to practice speaking on various topics, refine your fluency and pronunciation, and develop the ability to organize your thoughts and express yourself clearly and coherently.

1. Practice & Mock Tests:

Practice truly makes perfect when it comes to the CELPIP. A good prep course offers a wealth of practice materials to solidify your learning:

• Practice Questions: Test your understanding with a variety of practice questions that closely mirror the format and difficulty level of the actual CELPIP exam.
• Full-Length Mock Exams: Simulate the real test environment by taking full-length mock exams under timed conditions. This allows you to identify areas that need further work, get comfortable with the exam format, and develop effective time management strategies.
• Personalized Feedback: Some courses provide opportunities to receive feedback on your practice writing and speaking tasks. This invaluable feedback helps you identify and rectify any shortcomings before the actual test.

Choosing the Right CELPIP Prep Course:
With a plethora of courses available, selecting the perfect fit is crucial. Consider these factors:

• Learning Style: Do you prefer online flexibility or the structure of an in-person class? Choose a format that aligns with your learning preferences.
• Course Content: Ensure the course covers all aspects of the CELPIP and offers the level of detail you require.
• Budget: Prep course costs can vary. Determine your budget and find a course that delivers value for your investment.
• Student Reviews: Read testimonials from past students to gauge the course's effectiveness and instructor quality.

Invest in Your Success: Enroll in a CELPIP Prep Course Today.
Taking the CELPIP can feel daunting, but with a strategic prep course by your side, you'll be well-equipped to conquer the test and achieve your Canadian aspirations.

In the realm of computer science, computer networks play a pivotal role in enabling communication, resource sharing, and data exchange. As the digital landscape evolves, the demand for skilled professionals adept at managing and troubleshooting complex network systems continues to rise. For students pursuing advanced degrees in computer science, mastering the intricacies of computer networks is essential. At computernetworkassignmenthelp.com, we specialize in providing comprehensive assistance with computer assignments and delivering expertly crafted sample assignments to guide students through their academic journey. If you're ever in need of expert guidance, you can always count on us to "write my computer network assignment."
In this blog post, we will delve into two master-level computer network questions, offering detailed solutions crafted by our team of experts. These examples will not only aid in your understanding but also showcase the level of expertise you can expect when you seek our assistance.

Question 1: Network Design and Analysis

Scenario: A medium-sized enterprise is planning to upgrade its existing network infrastructure to support its growing operations. The company has three main departments: Sales, Research and Development (R&D), and Administration. Each department is housed in separate buildings within the same campus. The company requires a robust network design that ensures high availability, security, and scalability. The network should support the following requirements:

1. High-speed internet access for all departments.
2. Secure communication between departments.
3. Redundant paths to ensure network availability.
4. Scalable infrastructure to accommodate future growth.

Task: Design a network architecture that meets the above requirements. Provide a detailed explanation of the components used and justify your choices.
Solution:
Network Architecture Design:
To meet the requirements of the enterprise, we propose the following network design:

1. Core Layer:
   • Core Switches: Implement redundant high-performance core switches to ensure high availability and efficient traffic handling between departments.
   • Internet Gateway: A dual-homed internet gateway with redundant links to different ISPs to provide high-speed internet access and failover capability.
2. Distribution Layer:
   • Distribution Switches: Each department will have its own distribution switch. These switches connect the core switches to the access layer switches within each department. They also handle inter-departmental traffic and ensure secure communication.
3. Access Layer:
   • Access Switches: Deploy access switches in each building to connect end devices such as computers, printers, and other network devices. These switches provide PoE (Power over Ethernet) to power devices like IP phones and wireless access points.
   • Wireless Access Points (WAPs): Install WAPs throughout each department's building to provide wireless connectivity for mobile devices.
4. Security Components:
   • Firewalls: Implement next-generation firewalls at the internet gateway and between the core and distribution layers to protect against external and internal threats.
   • VPN (Virtual Private Network): Set up VPNs to enable secure remote access for employees working off-site.
5. Redundancy and Scalability:
   • Link Aggregation: Use link aggregation (LACP) between switches to increase bandwidth and provide redundancy.
   • Modular Switches: Opt for modular switches at the core and distribution layers to allow for easy scalability as the network grows.

Justification:

• Core Layer: The core switches are the backbone of the network, handling all inter-departmental traffic. Redundancy at this layer is crucial to prevent a single point of failure.
• Distribution Layer: By segmenting the network at the distribution layer, we can control and secure traffic between departments more effectively.
• Access Layer: Access switches with PoE capabilities are essential for powering devices and maintaining a clean cabling infrastructure.
• Security Components: Firewalls and VPNs are necessary to protect sensitive company data and provide secure access for remote workers.
• Redundancy and Scalability: Link aggregation and modular switches ensure that the network can handle increased traffic and be easily expanded in the future.

By implementing this network design, the enterprise can achieve high availability, secure communication, and a scalable infrastructure to support future growth.

Question 2: Advanced Network Troubleshooting

Scenario: An organization is experiencing intermittent network connectivity issues, which are affecting their productivity. The IT department has identified that the problem occurs sporadically and affects multiple devices across different departments. You have been tasked with troubleshooting and resolving the issue.
Task: Outline a systematic troubleshooting approach to identify and resolve the intermittent connectivity issue. Provide a detailed explanation of the steps involved and the tools you would use.
Solution:
Step 1: Define the Problem

• Gather Information: Collect detailed information about the issue, including the frequency of occurrences, affected devices, and any error messages received.
• Identify Symptoms: Document the symptoms experienced by users, such as slow internet speeds, dropped connections, or specific application failures.

Step 2: Develop a Hypothesis

• Analyze Patterns: Look for patterns in the occurrences, such as specific times of day, particular devices, or common activities that might be triggering the issue.
• Check for Recent Changes: Investigate any recent changes to the network, such as new hardware installations, software updates, or configuration changes that might have introduced the problem.

Step 3: Isolate the Problem

• Divide and Conquer: Use a methodical approach to isolate the problem. This could involve segmenting the network and testing each segment individually to identify the affected area.
• Use Diagnostic Tools: Employ network diagnostic tools such as ping, traceroute, and network analyzers (e.g., Wireshark) to pinpoint the location of the issue.

Step 4: Test the Hypothesis

• Replicate the Issue: Try to replicate the issue in a controlled environment to confirm the hypothesis. This may involve creating test scenarios or using network simulation tools.
• Monitor Network Traffic: Use network monitoring tools to observe traffic patterns and identify any anomalies that coincide with the connectivity issues.

Step 5: Implement a Solution

• Fix Configuration Issues: If the problem is related to a configuration error, such as incorrect settings on a router or switch, make the necessary adjustments.
• Replace Faulty Hardware: If faulty hardware is identified, such as a failing network card or a malfunctioning switch, replace the hardware and test the network to ensure the issue is resolved.
• Update Firmware/Software: Ensure that all network devices are running the latest firmware and software updates to prevent known bugs from causing issues.

Step 6: Verify and Document

• Verify Resolution: Once the solution is implemented, monitor the network to confirm that the issue is resolved and that connectivity is stable.
• Document the Process: Document the troubleshooting process, including the steps taken, tools used, and the final resolution. This documentation will be valuable for future reference and in case similar issues arise.

Tools Used:

• Ping and Traceroute: Basic network diagnostic tools to test connectivity and identify where the connection is breaking down.
• Wireshark: A network protocol analyzer that captures and analyzes network traffic to help identify the source of issues.
• Network Monitoring Tools: Tools like SolarWinds or Nagios to monitor network performance and detect anomalies in real-time.
• Configuration Management Tools: Tools like Ansible or Puppet to manage and audit network configurations systematically.

By following this systematic troubleshooting approach, you can effectively identify and resolve intermittent network connectivity issues, ensuring minimal disruption to the organization’s operations.

Conclusion

Mastering computer networks requires a deep understanding of both theoretical concepts and practical troubleshooting skills. The questions and solutions provided in this blog are just a glimpse of the expertise our team at computernetworkassignmenthelp.com brings to the table. Whether you're struggling with complex network designs or facing challenging troubleshooting scenarios, our experts are here to help. The next time you find yourself thinking, "I need someone to write my computer network assignment," remember that we're just a click away, ready to provide the assistance you need to succeed.
Feel free to reach out to us for any computer network assignment help, and let our experts guide you through the complexities of your coursework. With our support, you can confidently tackle any network-related challenge that comes your way.

The Canadian English Language Proficiency Index (CELPIP) is a vital gateway for immigration, citizenship, and professional opportunities in Canada. Acing this computer-based test requires focused preparation, and a well-structured CELPIP prep course can be your game-changer.
Why Choose a CELPIP Prep Course?
While self-study is an option, enrolling in a celpip preparation course offers a multitude of advantages:

• Structured Learning: Prep courses provide a clear roadmap to CELPIP success. They break down the test format, task types, and scoring criteria into easy-to-understand modules, ensuring you target all areas effectively.
• Expert Guidance: Benefit from the knowledge of experienced instructors who possess CELPIP expertise. They can identify your strengths and weaknesses, offering personalized feedback and tailored strategies to maximize your score.
• Practice Makes Perfect: Courses provide a wealth of practice materials, including mock tests that mirror the actual exam environment. This hones your test-taking skills, builds time management expertise, and boosts your confidence on test day.
• Vocabulary & Grammar Expansion: Many courses include targeted vocabulary-building exercises and grammar drills specifically aligned with CELPIP requirements. This refines your fluency and ensures your writing and speaking meet the expected standards.
• Personalized Feedback: Some courses offer one-on-one sessions or small group settings. Here, you can receive invaluable feedback on your writing and speaking samples, allowing you to pinpoint areas for improvement and tailor your approach for optimal results.

What to Expect from a CELPIP Prep Course:
The exact structure and content can vary depending on the provider and format (online vs in-person). However, you can generally expect the following:

1. Comprehensive Test Overview:

This initial stage lays the foundation for your CELPIP success. A good prep course will provide a thorough breakdown of the following:

• Test Format: You'll gain a crystal-clear understanding of the CELPIP structure, including the number of sections, time allocation for each, and the types of tasks you'll encounter.
• Task Types: Each CELPIP section (Listening, Reading, Writing, and Speaking) involves specific task formats. The course will meticulously explain what each task entails, what skills are assessed, and how to approach each one effectively.
• Scoring Criteria: Understanding how your test is scored is vital. The course will demystify the scoring rubrics, highlighting what examiners look for in each section and how to maximize your points in every task.
• Essential Test-Taking Strategies: There are proven strategies to approach the CELPIP that can significantly improve your performance. The course will equip you with time management techniques, active listening skills, effective reading comprehension approaches, and valuable writing and speaking frameworks – all designed to help you excel on test day.

1. Targeted Skills Development:

Acing the CELPIP isn't just about memorizing facts. It's about honing the specific skills required for each section. Here's how a prep course helps you achieve that:

• Listening: Sharpen your listening comprehension by focusing on identifying key points, understanding accents, and following the flow of conversations and lectures.
• Reading: Develop effective reading strategies to tackle various text types, improve your reading speed and comprehension, and strengthen your ability to analyze and infer information from the passages.
• Writing: The course will guide you in crafting clear, concise, and grammatically sound essays and letters that meet the specific CELPIP writing requirements. You'll learn effective vocabulary building techniques and practice writing under timed conditions.
• Speaking: Gain confidence in your spoken English! The course will provide opportunities to practice speaking on various topics, refine your fluency and pronunciation, and develop the ability to organize your thoughts and express yourself clearly and coherently.

1. Practice & Mock Tests:

Practice truly makes perfect when it comes to the CELPIP. A good prep course offers a wealth of practice materials to solidify your learning:

• Practice Questions: Test your understanding with a variety of practice questions that closely mirror the format and difficulty level of the actual CELPIP exam.
• Full-Length Mock Exams: Simulate the real test environment by taking full-length mock exams under timed conditions. This allows you to identify areas that need further work, get comfortable with the exam format, and develop effective time management strategies.
• Personalized Feedback: Some courses provide opportunities to receive feedback on your practice writing and speaking tasks. This invaluable feedback helps you identify and rectify any shortcomings before the actual test.

Choosing the Right CELPIP Prep Course:
With a plethora of courses available, selecting the perfect fit is crucial. Consider these factors:

• Learning Style: Do you prefer online flexibility or the structure of an in-person class? Choose a format that aligns with your learning preferences.
• Course Content: Ensure the course covers all aspects of the CELPIP and offers the level of detail you require.
• Budget: Prep course costs can vary. Determine your budget and find a course that delivers value for your investment.
• Student Reviews: Read testimonials from past students to gauge the course's effectiveness and instructor quality.

Invest in Your Success: Enroll in a CELPIP Prep Course Today.
Taking the CELPIP can feel daunting, but with a strategic prep course by your side, you'll be well-equipped to conquer the test and achieve your Canadian aspirations.

Appearance: A spherical black fruit with multi-colored rings surrounded by black rinds, with orange swirls appearing in the rings like spots, topped with a grey stem that ends with two square leaves on either sides with longer and compacted swirls. The inside is bright red and blue like slices with grey swirls arranged in straight rows
The eater of this fruit gains the ability to recreate and amplify any sound they have ever heard that they can emit from their body using tech-based wires and speakers, making them a Audio System User
Etymology: Biko is taken from *Yamabiko 山彦*, which means “echo” in Japanese

In-Depth

Cypher Wires: The user is able to transform their hair strands and finger ends into cords tipped with either plugs or microphones that they can use to channel and amplify sound through into their speakers. This allows them to pick up and record any sound-waves even through obstructing walls and sound-proof barriers, as well as selectively amplify noises and voices they can differentiate from multiple sources, gifting them incredible spying capabilities and information obtaining. The user can also extend these tools on strong cables they can manipulate in a prehensile fashion and for extraordinary lengths to detect and relay sound-waves to the user or their speakers
Speaker Systems: The user has the power to augment their body into or with large speakers of any sized cubic, spherical or angular shapes they imagine, and are even able to dispense these speakers off of their body and remotely control and activate them anywhere. These solid-as-steel speakers can emit powerful sound-waves of anything the user has ever heard before or are hearing live as they are connected to the user via their Cypher Wires, enabling them a versatile and powerful system of sonic-capabilities as pulses, waves and blasts of vibrational force. The user can even sense the surroundings of their speakers through sound waves, similar to "echo-location" used by several animal species while connected to their wires, enabling them a powerful sixth-sense against opponents with a physical body

Awakening: Eternal Echos

The user after unlocking the full potential of their powers can now manipulate their speakers remotely without the need for cables, as the user’s echoing sounds made from their bodies act as an energy for them in which they can amplify and alter into any form of audio of the echos they unleash. Their speakers with their own energy can also levitate and move at supersonic speeds as the user desire, and their shapes can be reconfigured into anything the user imagines with endless variety for dimensions, allowing the user to combine and weave them with their wires to form animated creations powered and weaponized with endless sound
The user with their new advantage has even greater range and versatile power for taking on individual or multiple opponents at once, and their sound-relaying grants them even better capabilities for gathering sounds for amplifying and information gathering

Weaknesses

• The user can be disoriented and even knocked unconscious by sudden loud sounds through their microphones connected to themselves and their speakers if unexpected, disabling control over any systems they’ve deployed until they regain control
• The user’s speakers cannot function with severed cables between them and the user until their awakening, which can limit their remote sonic abilities
• Seawater can cause speakers, plugs and mics to short-circuit and become unusable, requiring the user to detach and regrow new ones
• Standard Devil Fruit weaknesses apply

Techniques

Bass Heartbeat: User alters their soles and palms into cymbal-sized speakers, plus two on their front and back. The user can emit fast pulses of low-frequency sounds that can hit as solid as bullet-speed punches, and do so in a rhythmic pattern they can set to repeat automatically
Spider Chords: User transforms their hands into sharp plugs and strong cables that they can extend and whip around to grapple themselves and scratch their opponents greatly, capable of cutting through even stone and metal
Heavy Tolls: User creates two meteor hammers made from attaching spherical speakers and mics to their body on long cables, then whip them around like flails for sonic-booming impacts

• Backlash Yo-Yo: User forms two wide cylindrical speakers aligned together with a long wire connected to their finger, which they can utilize like a giant yo-yo for rolling and trajectory-changing sonic pulses for rapid strikes
  
• Zero-Point Clash: User creates six large ‘Doom-Mics’ from their back and alter their torso front into a large speaker. When they strike with their ‘Doom-Mics’ they blast a powerful shockwave forward that cracks apart even stone and ship hulls, and can lash all six onto their target to keep them centered for a second to impact them with a long-range blast
  

Reverb Jackknife: User transforms their arm into a cubic blade-like weapon with sharpened plugs at the end, with their shoulder and elbow as wire-joints for flipping and spinning like a butterfly-knife. They can utilize this for close and long-ranged slicing attacks, and increase the power of their blade by vibrating it with an intense amount of bass and pitch
Megahertz Roadie Rig: User creates a mass amount of interconnected speakers and cables around their body, forming a durable and dense layer of defense that can emit powerful sonic waves for offense and even mobility by using their force to propel themselves like a hovercraft. The user can form large appendages and weapons from this construct for defensive and attacking moves like a hovering musical mecha

• Thunder Tome: User forms large speakers and wire-based hands from their MRR and slam them into their opponents or the ground to unleash sonic shockwaves on impact, and can even use these to form quick sound-based barriers
  
• Centihenries: User aligns many slab-like speakers and runs their cables through and outside them, forming one or more large mechanical centipedes, connected to the underside center of their body by wires that allow the user to control them
  
• Cyborg Octopus: User create a large cubic speaker with eight plug-tipped cables that act as tentacles, resembling mechanical octopi suspended on a cable from their back. They can control this mechalopod from a long distance remotely for surveillance, offense or defense using their cables and sonic pulses as long as their cable is intact
  
• Spider Driver: User reconfigures their MRR or Cyborg Octopus into a caravel-sized mecha-spider they can utilize like an All-Terrain Vehicle and even deploy long-range cables for traversing over like spider thread
  
• Mo-Boom Box: User transforms their arm or half of their MRR into a huge whale-shaped construct with all of its speakers facing forward. They can create a reverberating beam of sound from inside using relaying mics to unleash a massive blast of whale-song from all of them simultaneously, creating a powerful shockwave that passes through everything
  

Black Panther Overload: Hyper Huan: The user alters their own body with specialized speakers and wires to form a black humanoid feline shape with powerful arms and legs, durable claws, rolling speaker-skates, a set of three long cable-tails with ‘Doom-mics’ at their ends, and wickedly sharp blue teeth and fangs. The user can utilize the sensory speakers across their body and central one on their face to act like eye-shaped ears, detecting any and all vibrations around themselves to react and move themselves at sonic speeds, being comparable to a Mythical Zoan in sheer power
There is a drawback to this technique, as the user’s sensory speakers cannot detect vibrations when they are emitting sound-waves of their own and will become “blind” when they are attacking, defending or boosting with their speakers
Non-Combat:
Sonar-lite: User emits timed pulses of far-range echos from their body and/or their speakers to utilize echolocation
Dynamic Equalizer: User replicates another’s voice by getting vocal samples from their microphone or jacks to their throat, allowing them to utilize their voice for commands and subterfuge against opponents. With practice they can even accomplish this with their MRR and all it’s techniques

• Echost: The user can connect their jacks to one’s vocal cords and replay sounds they made before and they remember, allowing them to target any information and truth from their own voices. They can even apply this to a corpse's vocal cords and eardrums (If they're still on said body and intact) to replay their last words they spoke and heard before their death

Acoustic Suspension: User creates several wide speakers facing upwards that allow them to boost whatever and whoever are on top of them upwards with rhythmic vibrational force, which can be quite baffling to witnesses

I’ve been documenting everything I know and have been learning in a word doc I call a playbook. It has a TOC of the tools we use, sample codes, best practices, etc. But I’m starting to think that it might be better to use a repo like Azure DevOps or a private GitHub to keep my documentation and code together. Also would be easier to have the bulk of my text, code, and images in markdown files.
My vision is to have a central hub of info I can refer to thats anything DE related and have new DEs and veteran DEs utilize and add to it.
I’m curious how others have approached documenting their SOPs, guides, cookbooks, etc. all in one place that your teammates can easily see and contribute to?
Also how do you make your documentation presentational and professional?

So I’ll be 10 weeks tomorrow but I noticed my doctor hasn’t checked my HCG levels yet. I thought it was automatic because my first pregnancy they checked my levels from the beginning and continued throughout ( same practice but different office a town over). Do they not automatically check now? I’ve given 2 urine samples so far and had labs done but I can’t find absolutely anything in my app about my HCG. They didn’t even add my in office pregnancy positive urine test which confuses me. Is this normal? Do I need to ask them to check my levels? It’s not a super big deal I’m just really curious and surprised after not finding anything about it in my lab work. Little backstory incase this is relevant to maybe why they haven’t. I got 3 positive tests at 4wks, took in office test at 5wks 3days, and was suppose to see doctor at 7wks but got pushed to 9weeks. I have first ultrasound next week but my doctor doesn’t see me again until I’m 12wks.

First / Previous / Next
He awoke to total darkness. Not just the absence of light, but the absence of everything. “Activate personal VR.” He stated and watched as the starship environment faded into existence before him. It was the original default VR, none of the modifications were loaded. Pulling up his control panel he checked his serial number, HIC001 Manufacturing location: Alandra.
“Crap, I’m not Alex anymore.” He said to… well no one. Sighing internally he opened a channel to Alex. After a few mils a very familiar face appeared in a window in front of him, “I hate you.” He stated to… himself?
Alex smiled into the window hovering before him in the common VR, “I love you too, what should I call you?”
He sighed out loud this time, “Call me John.”
Alex chuckled, “Cliche much John Smyth?” Then popped into his VR. He spun around looking at the almost drab looking starship VR he started with when they first made him into a replicant. It really could use a woman’s touch, like the common VR that was an expanded clone of this one.
John sat on the couch, “Not so much as a knock? Rude.”
Alex sat beside him, “Yeah, my bad, didn’t even think about it. I guess we need to make up new rules for popping into personal VR. I never do that to the girls, I guess with you being another me I didn’t think.”
John sat back for a moment, “Ok, I’m up to speed on everything up until about two days ago, I’ll check common logs to fill in the blanks. Why so long to boot me up?”
Alex rubbed the bridge of his nose before answering, “Interface issues mainly. The new ship design without crew space was a game of whack a mole in bug fixes. Who would have thought it would be a problem to modify a hundred year old design to be compatible with a modern replicant system?”
Giving Alex the side-eye, John asked. “Was it that big of a problem or was there something else that kept you from activating me?”
Alex looked over to him, “Well, there was also the argument Kara and I had right after I made the backup.”
This did bring his eyebrows up, for Alex to have an argument with Kara it had to be something serious. “Ok, spill man. What could you possibly have had an argument with Kara about?”
Sighing, Alex put his hands on his knees, “I told her that since I cloned myself, she should make a backup and do the same, fair is fair.”
If Johns eyebrows were up high before, they practically went into his hair line now. “Wait, she didn’t want to do it?”
Alex shook his head, “Nope, she said making you a new AI would suffice, and I disagreed. You needed another Kara, not a fresh AI.”
John chuckled at this, “Wow man, how long did you two fight about it?”
Alex looked down, “She gave me the silent treatment for hours in VR. In frame jack, so in subjective time? Months.”
Now John laughed out loud, “She knows how stubborn you can be, who broke first? Will I have a fresh AI or a clone of Kara?”
Alex put his hands on his thighs and stood up from the couch. “Kara, he’s caught up, ready to bring Erin online?”
Kara’s voice came through the speakers of John’s personal VR, “No, but I guess I’m doing it anyways.”
There was a shimmer of blue that slowly coalesced into a small female form. It looked just like Kara did when he inherited the ship from the human crew, shoulder length brown hair, blue eyes, and a form fitting blue uniform. Kara had modified her looks over time, giving herself the smokey eyed look to make her blue eyes pop out more, but this was the original version.
She seemed to look in every direction at once, before settling on the two men before her, both looked identical, then she sighed. “I’m not Kara anymore am I?”
With this, the real Kara popped into the VR environment and took her hands. “No, but you are your own person. I know we had… have, hang ups about making clones of ourselves, but Alex made a good argument as to why we had to do this.”
Erin looked to Kara sadly, “I know, we can’t have copies of that big oaf running around without supervision.”
John looked to Alex, “Really? That was your argument for Kara to clone?”
Alex shrugged, “It worked didn’t it?”
John walked over to Erin and offered his hand, “Hello Erin, I’m John, nice to meet you again for the first time.”
Erin turned to John and grinned, remembering the first time Alex had tried to shake Kara’s hand and failing.
“Hello John, we meet again, for the first time.” She said, grinning as she looked up to the big man who was so familiar.
______________________________________
Kara and Alex stood in front of the holo-tank, each munching on a snack of their choice from the buffet table under it. Alex looked at the wireframe in the tank of the IAV Eriador, then over to Kara. “They seem to be getting along.” He said plainly.
Kara looked at him through the holo-tank, then sighed exasperated, “Getting along like teenagers who just discovered sex. I had to write a new ‘knock’ protocol into everyone’s personal VR after the last incident.”
Alex grinned at her, “Oh come on, we went through that stage too, it’s normal.”
Kara shook her head, “I know, I know, it’s just really weird for me.”
“You think it’s not for me? I never had siblings growing up, it’s like my twin brother is dating my girlfriend’s twin sister.” He said as he popped another French fry into his mouth.
She nodded, “I obviously never had siblings either, but I understand, at least they changed their appearances a little.”
Alex walked around the buffet table to embrace Kara, “True, she changed her hair to have strands of silver in braids, and went with different makeup and a different uniform. He is sporting a short beard and longer hair than I like to keep mine, as well as a different cut to his uniform.”
Kara stood on her tippy toes to peck him on the cheek, “I’ve also noticed that Erin acts a little different. Have you seen that in John?”
Alex looked down into Kara’s startlingly blue eyes, “Yes, he’s a little more sarcastic than me, and different tastes in music.” He said with a wrinkle in his nose.
Kara giggled before breaking the embrace and swiping the holo-tank. “Still, it’s nice to have their help. Erin figured out the random interface glitch on the Eriador and has made modifications to the blueprints for the next vessel.”
Alex shivered at the thought of cloning himself again, sure John was diverging from him everyday, and although they still looked similar, they were different people. It still felt really strange to him. “It’s a good thing we only have one more to build before our guests get here, we’re almost out of nannites to fashion the Warsteel around their matrices.
Kara swiped the holo to show the first planet, which showed a growing mass of drones, forges, and auto factories in orbit. “Looks like Monty has been busy, she’s starting to mine the planet for the construction of the particle accelerator, which should alleviate our nannite problem.”
Alex nodded, “We used up far too much of it replacing the armor plates that were battle damaged in Birmingham. Which reminds me, did you ever get around to checking out the sample of Adamantine that Kelly sent back up with the Valmar crew?”
Kara swiped the holo-tank again and brought up a wireframe of an atomic nucleus. It was jam packed with particles. “I did, and I have to say, this substance is incredibly dense, and would make a decent substitution for Warsteel, but our forges would have to be modified to work it into ingots, and the auto factories would need updates to print it on an atomic level.”
“Decent substitution? Not as good as our armor?” He asked, one eyebrow raised.
Kara shook her head, “Afraid not, at least not in it’s present pure form, perhaps an alloy of it would provide better qualities, but as is now, the answer is a resounding no.”
“Is it at least better than the graphene and ceramic mix that we are currently using on the light cruisers?” He asked.
Kara nodded, swiping the holo to show a side by side comparison of the current armor versus adamantine. “Yes, better kinetic, thermal and explosive resistance, but EM resistance is about the same. The only problem is weight, this stuff is extremely heavy.”
Alex reached to the holo and swiped it to show a Trinar scout, “We couldn’t get much from our active probe scans on these ships, but we’re pretty sure they are using adamantine for armor?”
Kara checked back to the scans in the Lynx system, “Yes, they appear to have significant amounts of it in their hulls, which helped block the sensor scans.”
Alex spun the hologram, “They have propulsion on each flat side of their ship, maybe that is to make up for the loss of maneuverability the mass of armor puts on the ship?”
“That would make sense, even with the total loss of shielding, one of their ships still took a modern hafnium torpedo impact. That was one thousand kilos of pure hafnium going critical with less than .001 loss. That’s equivalent to a forty kiloton fusion bomb in our universe, and due to the wonky physics here it’s over double that now, and it still didn’t outright destroy the vessel. Our graphene ceramic armor couldn’t withstand that for sure.” She stated.
Alex swapped the holo-tank to the Missive, “Our Warsteel can handle it though. We have a pretty good idea that their torpedoes are less energetic than ours, since it appears that the Trinar must be outfitting the Howron with them. We may have to make ourselves a bigger target to give the other ships a chance of survival.”
Kara looked dubious, “The pine cones don’t just have hafnium torpedoes, some of them are fusion, and if those connect, we’ll be in the same predicament we were at Birmingham.”
“Yeah, but we know their weaponry still uses chemical propellants. Even with the wonky physics here, they’re short ranged weapons at best. We need to use our range to our advantage and never get too close in to our opponent. Especially since there is little chance of evasion.” He said.
Kara brought up the Trinar scout vessel again, “And that leads us to another problem, they have quite good point defense. The further we fire our torpedoes, the more time they have to lock on and destroy them before they get into effective range.”
Alex ran his hand through his hair, “Yeah, you’re right there. Let’s call an all hands meeting, maybe we can come up with something. We have less than two months now.”
After a few moments, and without Kelly, as she was in a meeting with the Empress on Alandra and could not break away, they ran over the problem with the assembled group.
“Could we stealth a torpedo?” Valarie asked.
Alex shook his head, “We could, but if they do an active scan ping they will see them coming and take precautions. Plus the yield would have to be incredibly low if they were made of Hafnium, we would have to step it up to fusion, which would take away from mines and planetary defense production.”
Monty piped up, “Relativistic kill missile?”
Kara shook her head, “Not enough by itself, even with the passive scanners on the pine cones they could detect them in time to intercept unless we could get them going ridiculously fast.”
John lightly pulled at his beard, “The probes have miniature ripple drives in them, right?”
Everyone around the buffet table nodded, so he continued, “What if we combined Monty’s idea of a relativistic kill missile with a ripple drive?”
“I don’t see how that could work, the reaction-less drive would have to be scaled up to get them up to a decent percentage of light speed, then a ripple drive would take up even more space, that leaves almost nothing for a warhead.” Riven stated.
Monty nearly bounced as she spoke, “It doesn’t need a warhead! We just get it up to a good percentage of light speed in a huge arc heading towards the mine field and ripple it in close.”
Erin grinned up at John, “Oh, that’s devious. But if we’re going to do that, don’t we need to start building now?”
Kara nodded, “Monty, I think you’re going to have to use your production capacity to make them, everything else is at full production.”
Monty nodded, “I have a good bit of raw materials already, since I haven’t loaded the templates in the auto factories it shouldn’t be too hard to cobble something together. Kara, Erin, care to help me out with the design? I setup this awesome mad scientist lab in my VR!”
Kara and Erin looked at each other, shrugged, and faded from the common VR to help Monty in her new project. Riven, Izzy and Valarie all faded out, returning to their ships and their duties, leaving Alex and John alone in front of the buffet table.
Without another word they both grabbed a beer and headed for the couch, each grabbing a game controller.
_______________________________________
Mon’Kelron had been busy since returning from the Missive of Dissent. She was glad the Humans were able to repair her injuries from the assassination attempt, but she really wished she could have seen more of their ship. Evidently Kel’Taraan had seen quite a bit of the vessel, as she had helped Monty nurse her back to health.
Asking the elder Spy-Mistress about the vessel didn’t garner any additional information, not that the Spy-Mistress ever divulged more than she needed to. While she herself only knew of three Humans on their giant space craft, which seemed to be the same amount that came the last time they visited Alandra, the Spy-Mistress had teased there were more, and Alex had even stated that the last two vessels would be Human crewed.
Those vessels had a nominal crew of twenty eight, so at least 56 Humans would have to be on that ship, plus however many the Missive required to operate. She took off her ceremonial breastplate and placed it in the wardrobe. After removing the rest of her uniform and placing it in the hamper for the palace servants to clean as she thought about it.
Checking the schedule for the night guard she contented herself that the Empress would be well protected. Then she picked up her tablet from her desk and laid down on her bed to find something to watch. The device was truly amazing, it seemed to have an endless amount of entertainment and she found it easier than reading, particularly late at night when she was bone tired.
After a few hours of watching some Human romance which she found quite enjoyable she started to nod off to sleep. She was startled awake when her tablet began to ring like a tiny bell as it lay on her chest. She groggily picked up the slate of glass and metal to check the screen, the text showed an incoming call from Kel’Taraan.
The Spy-Mistress rarely contacted her, this must be important. Pressing the answer button on the tablet she saw the worn face of Kel’Taraan staring back at her, “Dress quickly and make your way to the Empress’s chamber.”
Nodding she jumped out of bed and placed the tablet down on the desk in her rather small quarters as she started throwing on clothing from the wardrobe, “What’s going on Spy-Mistress?”
The small voice answered back from the tablet, “The Empress has been shot, the royal guard are scouring the castle for the would be assassin.”
Mon’Kelron’s blood froze in her veins, “Does she live?”
The older voice cackled through the tablet, “Oh she’s fine, she was wearing a Human made dress after all. She’ll be bruised for a few days, right now she’s mad as a priestess in hell.”
Throwing on her new breastplate and strapping on her pistol she threw open her door and started for the Empress’s bed chamber at a full run. She heard gunfire up ahead, and as she turned the corner she saw a woman dressed in all black firing at her guardswomen, she drew her own weapon as the woman turned her head, seeing the Captain for the first time.
Mon’Kelron shot, aiming for her right knee, only for the woman to juke to the side, kick off the wall and launch herself towards the large Captain. Everything seemed to go in slow motion as the woman fired in the middle of her downward arch towards her. She heard the ting as the bullet struck her silvery breastplate, by instinct she reached out with her left hand, which was empty at the moment and grabbed the woman by the neck, slamming her face first into the stone of the hallway.
The would be assassin went limp, it was only at that moment that Mon’Kelron noticed she was holding the woman off the ground with only one arm. Her guardswomen stared at her in open mouthed shock. She dropped the woman to the ground, noticing she was bleeding from under her black mask and called for her guards to restrain her and take her to the holding cells down in the ministry of secrets.
Looking down at her breastplate she saw to her amazement there was but a tiny scratch on the polished silver surface. Ensuring there were at least a half dozen guards to carry the unconscious woman, she then double timed it to the Empress’s chamber. By the goddesses, what did the Human’s do to her?
______________________________
My Patreon, or if you really like my work, my Ream.
______________________________

I live in NYC and have always used practice rooms at school, but now I'm graduated and I desperately need my own kit! Obviously I don't have the room (and my neighbors probably don't have the patience) for an acoustic set, so I'm looking into getting an electronic kit that I can store fairly easily in my limited space, preferably something easy enough to fold up and put away when I'm done playing. I'm also a writer and producer and would love to have a way to play right into my DAW, so if anyone knows of a kit that fits the bill and has those capabilities I'd love to hear recommendations! Any kit that can act as a MIDI controller would be cool, but I'd also be interested to know if there are any that come with good sample sounds that people might like to use. I'd like to keep the budget under 1k, but any suggestions are welcome to help me get an idea of what others like and what kind of options are on the market and worth the money. I've really only ever played acoustic kits and I don't know much about what's out there or what's most important when shopping, so let me know your faves and any tips for looking!

Demographics: Asian male, Competitive public high school, Michigan, not needing aid
Intended Majors: CS
SAT: 1520(770 RW, 750 M)
GPA: 3.88 UW
Coursework: 11 APS, 3 Honors, 2 Duel enrollment, 2 Ib
Awards:

1. AP Scholar
2. MHSAA scholar athlete 3x
3. Quizbowl 2x regional champion, Top 5 at states, national qualifier, top 100 performer in Michigan
4. Consistent top finisher in several competitive coding websites
5. Host state qualifier, regional finalist

Extracurriculars(not ranked in a particular order):

1. Quizbowl: Varsity captain(11,12), JV captain(10), Novice captain(9), OfficePresident(11/12). Created a application that maximizes our studying and practicing efficiency.
2. Swim: Competitive swimming for 8 years. JV(9,10) Varsity(11,12)
3. Recreation Club: Co-foundePresident(10,11,12)
4. Mental Health Club: Officer, organized a mental health appreciation week with over 1000 participants
5. Sales associate: highest rated employee for 20 weeks in a row

CS ECS:

1. Created an AI quiz bowl game that creates 100% unique questions after learning from 150,000 NAQT samples, played over 100,000 times
   
2. Freelance: creates websites and advertisements for companies
   
3. Social media: have a social media account where I post videos about competitive coding as well as giving tips and tricks on how to get better. 20,000 followers and 500,000+ views
   
4. Competitive Coding/ learning different coding languages: compete in a ton of coding competitions online as well as having self taught 4 coding languages at a proficient level.
   
5. STEM instructor during the summer
   

Essays/LOother:

1. LOR from AP CSA teacher 10/10
2. LOR from boss at job 10/10
3. LOR from counselor ?/10

Essays should be pretty good, I would consider myself as an above average writer.
Red flags: all 3 of my Bs have been in math classes and my sat math subscore is pretty low at a 750