Engineering Collaborative Articles - 100 Articles on Data Science, Blockchain and more

What are the best ways to learn about AI for someone new to the industry?

Learn the basics and keep up with the latest in AI with these tips on motivation, resources, skills, trends, and application.

Artificial Intelligence (AI)

What are the most common ways AI is used in marketing?

486 contributions 1 hour ago

Learn how AI can help you create, optimize, personalize, distribute, analyze, and innovate your content for your marketing campaigns and goals.

Artificial Intelligence (AI)

How can you evaluate deep learning model performance in noisy environments?

93 contributions 6 minutes ago

Learn how to handle and measure noise in your data and models, and improve your deep learning performance in noisy environments.

Artificial Intelligence (AI)

How can you demonstrate you're ready for more responsibility in Software Development?

170 contributions 2 hours ago

Learn how to prepare yourself for more challenging tasks, lead projects, or mentor others in software development. Find out how to communicate your skills and value…

Software Development

How can you speed up continuous delivery pipelines and tools in Cloud Computing?

151 contributions 7 hours ago

Learn how to leverage cloud computing to optimize your continuous delivery pipelines and tools and deliver software updates faster and more reliably.

Cloud Computing

What are the top 5 skills for succeeding in software testing?

128 contributions 12 hours ago

Learn the top 5 skills for succeeding in software testing and how to demonstrate them in your projects and interviews. Boost your career with these tips and…

Software Testing

What are some strategies for AI professionals to improve their project management skills?

153 contributions 1 hour ago

Learn some strategies for managing AI projects, such as defining the problem, choosing the methodology, managing the data, communicating effectively, and learning…

Artificial Intelligence (AI)

How can AI professionals ace their phone interviews?

124 contributions 1 hour ago

Learn how to ace your phone interviews as an AI professional with these best practices. Find out how to research, prepare, practice, showcase, and follow up.

Artificial Intelligence (AI)

How can you continue to develop your skills after being promoted in Data Science?

132 contributions 3 minutes ago

Learn how to develop your skills and stay on top of your game in data science after getting promoted. Follow these tips to keep learning, seek feedback, work on…

Data Science

What are some AI algorithm career paths and how can you prepare for them?

73 contributions 28 minutes ago

Learn about some of the AI algorithm career paths and how you can prepare for them. Discover the skills, roles, and opportunities for data scientists, AI engineers,…

Artificial Intelligence (AI)

How can you make yourself a more desirable data scientist?

131 contributions 1 hour ago

Learn how to improve your skills, portfolio, and network as a data scientist and stand out from the crowd in this article.

Data Science

What should you know before starting a career in Data Analytics?

128 contributions 4 hours ago

Learn about the skills, tools, data types, data quality, data analysis process, and data analysis roles that you should know before starting a career in data…

Data Analytics

How can you avoid common mistakes when developing a k-means clustering algorithm?

58 contributions 1 hour ago

Learn how to improve your k-means clustering results by avoiding common pitfalls and exploring different options.

Artificial Intelligence (AI)

How can you prioritize multiple deadlines in Data Analytics?

109 contributions 10 hours ago

Learn how to prioritize multiple deadlines in data analytics with these tips and tools. Find out how to assess, plan, communicate, focus, review, learn, and…

Data Analytics

What is the best way to manage overfitting and underfitting in statistical validation for ML?

124 contributions 52 minutes ago

Learn what overfitting and underfitting are, how to detect them, and how to manage them using cross-validation and regularization in machine learning.

Machine Learning

How can you choose the best coding languages to learn for web development?

99 contributions 1 day ago

Learn how to choose the best coding languages for web development based on your goals, the market demand, the learning resources, the compatibility, your…

Internet Services

What are the advantages of using logistic regression for classification?

127 contributions 12 minutes ago

Learn what are the advantages of using logistic regression for classification, and how to apply it to your data. Discover the limitations and challenges of logistic…

Machine Learning

How can you avoid data conflicts between engineers and architects?

90 contributions 1 hour ago

Learn how to prevent or resolve data conflicts between engineers and architects by following these tips on data requirements, changes, standards, testing, and…

Data Engineering

How can you design AR UIs for beginners and experts?

46 contributions 9 hours ago

Learn some tips on how to design AR UIs that are intuitive, accessible, and adaptable for both beginners and experts in this article.

Augmented Reality (AR)

How can you effectively layout social media icons in a responsive website?

135 contributions 15 hours ago

Learn how to layout social media icons in a responsive website using media queries, breakpoints, and other web development skills and tools.

Web Development

How can you improve your cloud computing skills while working full time?

95 contributions 6 hours ago

Learn how to improve your cloud computing skills while working full time and boost your performance evaluation. Discover online resources, projects, feedback, and…

Cloud Computing

How can you clean data in real-time machine learning applications?

117 contributions 1 hour ago

Learn what is real-time data cleaning, why it is important for machine learning, how to implement it, and what are some challenges and best practices.

Data Science

How can you stay updated on AI developments in image processing?

52 contributions 16 hours ago

Learn about the latest techniques, tools, and trends in image processing, a subfield of AI that deals with digital images. Find tips and resources to enhance your…

Artificial Intelligence (AI)

How can web developers use their skills to help small businesses thrive?

94 contributions 9 hours ago

Learn how web developers can use their skills to create web solutions that help small businesses solve problems, reach customers, and grow their online presence.

Web Development

What is sentiment analysis and how can it be used in natural language processing?

104 contributions 3 hours ago

Learn what sentiment analysis is, how it works, and what are the benefits and challenges of using it in natural language processing applications.

Artificial Intelligence (AI)

What is multicollinearity in machine learning validation and how can you handle it?

78 contributions 18 hours ago

Learn what multicollinearity is, how to detect it, and how to handle it in your machine learning validation process using feature selection, extraction, and…

Statistics

What are the best strategies for migrating to hybrid cloud?

40 contributions 30 minutes ago

Learn how to migrate to hybrid cloud successfully with these strategies and tips. Find out how to assess, choose, plan, execute, optimize, and learn from your…

Cloud Computing

How can you use Stack Overflow to advance your Cloud Computing career?

81 contributions 2 days ago

Learn how to create a profile, contribute to the community, follow trends and topics, and network and build relationships with Stack Overflow.

Cloud Computing

How can you write Python code that is easy to read for data analysis?

45 contributions 1 hour ago

Learn how to write Python code that is easy to read for data analysis, by applying some simple tips and best practices that will improve your code quality and…

Data Science

What are the best ways to transition to an Agile career?

196 contributions 1 day ago

Learn how to transition to an Agile career in software development. Discover the values, principles, skills, tools, and certifications that Agile teams need.

Agile Methodologies

How can you prioritize user stories based on the cost of delay?

100 contributions 33 minutes ago

Learn what cost of delay is, how to calculate it, and how to use it to rank user stories based on their value and urgency in agile projects.

Agile Methodologies

How can AI professionals stand out in a crowded field?

622 contributions 13 hours ago

Learn how to showcase your AI skills and value in a competitive field. Follow these tips to build a portfolio, learn new tools, network, write, and be ethical.

Artificial Intelligence (AI)

How can you showcase your problem-solving skills in a web development interview?

95 contributions 7 hours ago

Learn how to demonstrate your ability to analyze, troubleshoot, and resolve issues with your code, design, and functionality in web development interviews.

Web Development

How is machine learning used in the development of virtual assistants?

104 contributions 2 hours ago

Learn how machine learning, a branch of artificial intelligence, is used in the development of virtual assistants, such as Siri, Alexa, and Cortana.

Artificial Intelligence (AI)

How can data visualization professionals grow their careers?

101 contributions 20 hours ago

Learn some tips and strategies to improve your skills, showcase your work, get feedback, experiment with new tools, and network and collaborate in data…

Data Visualization

What are the best ways to teach data visualization without design experience?

100 contributions 10 hours ago

Learn some of the best ways to teach data visualization without design experience, using simple tools and techniques that anyone can learn.

Data Visualization

How can AI professionals gain the trust of their managers?

71 contributions 19 hours ago

Learn six tips on how to gain the trust of your manager and boost your career as an AI professional. Show your results, communicate effectively, learn and grow, and…

Artificial Intelligence (AI)

How can AI help you ace your next interview?

67 contributions 20 hours ago

Learn how AI can help you prepare for your next interview by providing you with insights, feedback, and guidance. AI can help you showcase your skills, experience…

Artificial Intelligence (AI)

How can Agile web development increase user loyalty?

65 contributions 7 hours ago

Learn how Agile web development can help you deliver value faster, respond to feedback better, and foster a collaborative culture, and increase user loyalty for…

Agile Methodologies

How do you prevent bugs in your test automation scripts?

70 contributions 10 hours ago

Learn how to prevent bugs in your test automation scripts by following tips and best practices on coding style, design principles, unit tests, debugging, exception…

Software Testing

What is the difference between simple and multiple linear regression for AI?

76 contributions 1 day ago

Learn the basics and differences of simple and multiple linear regression for AI. Find out how to use them for prediction, analysis, and optimization.

Artificial Intelligence (AI)

How can you handle responsive design for complex layouts?

41 contributions 20 minutes ago

Learn how to use CSS Grid, Flexbox, Media Queries, Relative Units, and Responsive Images to create responsive design for complex layouts.

Web Development

What are the best ways to improve your public speaking skills in renewable energy?

57 contributions 3 hours ago

Learn some tips on how to communicate effectively and confidently in renewable energy. Know your audience, plan your structure, practice your delivery, and get…

Renewable Energy

What are the most effective ways to incorporate interactivity into VR educational stories?

68 contributions 7 hours ago

Learn some of the most effective ways to incorporate interactivity into VR educational stories, based on VR storytelling best practices.

Virtual Reality (VR)

What are some effective techniques for using deep learning to predict financial data?

92 contributions 1 day ago

Learn some effective techniques for using deep learning to predict financial data, such as data preprocessing, model selection, evaluation, feature engineering…

Machine Learning

How can Software Development professionals enhance their creativity and innovation skills?

58 contributions 1 day ago

Learn some strategies and techniques to enhance your creativity and innovation skills as a software developer, such as learning from others, experimenting with new…

Software Development

What are the top computer vision applications for AI in the next 5 years?

40 contributions 1 hour ago

Learn about the most exciting and impactful computer vision applications for AI in the next five years, and how they will shape our world.

Artificial Intelligence (AI)

How can you use transformers for summarizing text?

74 contributions 8 hours ago

Learn how transformers can generate abstractive summaries of longer texts, using attention. Explore their advantages, limitations, evaluation, and improvement.

Artificial Intelligence (AI)

How can you benefit from lifelong learning in computer science?

61 contributions 1 day ago

Learn how lifelong learning in computer science can help you expand your knowledge, boost your career, enhance your network, stimulate your brain, and have fun…

Computer Science

What are some interesting examples of generative AI in journalism?

80 contributions 14 hours ago

Learn about some interesting examples of how generative AI can create new and diverse news content, and what are the benefits and challenges of this technology.

Artificial Intelligence (AI)

Why is mentoring crucial for software testing success?

57 contributions 12 hours ago

Learn why mentoring is crucial for software testing success and how to find and benefit from a mentor. Mentoring can help you improve your skills, overcome…

Software Testing

How can data analytics managers keep their teams up-to-date with the latest tools and techniques?

64 contributions 24 minutes ago

Learn how to assess, train, and foster your data analytics team's skills and knowledge with the latest tools and techniques.

Data Analytics

How can you create effective line graphs?

110 contributions 1 day ago

Learn how to choose the right type of line graph, use appropriate scales and axes, highlight the key points and patterns, choose the right format and size, and get…

Data Visualization

What are the most reliable cloud infrastructure practices?

39 contributions 24 minutes ago

Learn the best practices for choosing, designing, automating, securing, and optimizing your cloud infrastructure to ensure reliability, performance, security, and…

Cloud Computing

How can you handle ambiguity in NLP-based information extraction?

38 contributions 10 minutes ago

Learn some strategies and techniques to deal with ambiguity in natural language texts and improve your information extraction results.

Artificial Intelligence (AI)

How can you keep cloud computing costs low for AI?

112 contributions 8 hours ago

Learn some practical tips to optimize your cloud resources, data, and AI tools, and keep your cloud computing costs low for AI.

Artificial Intelligence (AI)

How can you optimize server performance for a Python application?

67 contributions 1 day ago

Learn how to optimize server performance for a Python application by following six steps that cover server configuration, web server, web framework, code, database,…

Computer Networking

How can you communicate effectively with your supervisor when working on a 3D Modeling project?

53 contributions 3 days ago

Learn how to communicate effectively with your supervisor at different stages of a 3D modeling project, from planning to delivery. Avoid misunderstandings…

3D Modeling

What are the steps involved in cleaning data for ML?

117 contributions 1 day ago

Learn the common steps and techniques involved in cleaning data for machine learning, and how they can improve your data quality and model performance.

Machine Learning

What are the most effective strategies for unsupervised learning?

30 contributions 1 day ago

Learn how to choose, optimize, validate, interpret, learn, and experiment with unsupervised learning algorithms and results. Discover hidden insights and features…

Data Science

What are the best data technologies to support your data strategy goals?

115 contributions 23 hours ago

Learn how to choose the right data technologies that support your data strategy and enable you to execute it effectively and efficiently.

Data Science

What are the most effective ways to measure Cloud Computing professional success?

56 contributions 9 hours ago

Learn some of the most effective ways to evaluate your performance and skills as a cloud computing professional, and how to use them to improve your career.

Cloud Computing

How can you leverage existing programming languages to learn new ones more effectively?

51 contributions 2 days ago

Learn how to leverage your existing programming languages to learn new ones more effectively for systems design. Discover four strategies to transfer your skills…

Systems Design

What are the best ways to use HTML tables for web development?

76 contributions 9 hours ago

Learn how to use HTML tables for web development effectively. Discover how to structure, style, and optimize your tables for user-friendliness and performance.

Web Development

How can you use transformers to generate text in multiple languages?

34 contributions 9 hours ago

Learn how to use transformers to train, fine-tune, evaluate, and use multilingual text generation models and applications.

Artificial Intelligence (AI)

How can you stay motivated when programming becomes repetitive?

52 contributions 7 hours ago

Learn some tips to avoid boredom and burnout when coding becomes tedious or challenging. Boost your motivation and passion for programming.

Programming

How can you ensure high-quality RPA output?

74 contributions 9 hours ago

Learn how to improve the quality of your robotic process automation (RPA) output with six practical tips. Discover how to define, follow, implement, optimize…

Process Automation

How can you resolve conflicts between BOM data and engineering changes?

67 contributions 1 hour ago

Learn how to improve your BOM collaboration and communication and resolve conflicts between BOM data and engineering changes in manufacturing engineering.

Manufacturing Engineering

How can you secure Python-based AI applications from vulnerabilities?

18 contributions 1 day ago

Learn how to secure your Python-based AI applications from common vulnerabilities and best practices to follow. Protect your AI code, data, and models.

Artificial Intelligence (AI)

How can Linear Regression be used to optimize product feature selection in niche markets?

28 contributions 1 day ago

Learn how to use linear regression to analyze and optimize your product features for niche markets. Find out how to perform, interpret, and compare linear…

Artificial Intelligence (AI)

What's the best way to create accurate 3D models from 2D blueprints in 3D modeling software?

99 contributions 1 day ago

Learn how to use 3D modeling software to create realistic 3D models from 2D blueprints in a few steps. Discover the best practices and tools for each step.

3D Modeling

What is the future of NLP in AI?

69 contributions 1 day ago

Learn about the trends, challenges, and opportunities of natural language processing (NLP) in artificial intelligence (AI) and how it will affect our communication,…

Artificial Intelligence (AI)

What are the benefits of using geosynthetics in airport and runway construction?

88 contributions 2 days ago

Learn about the benefits of using geosynthetics in airport and runway construction, such as reinforcement, drainage, protection, and environmental improvement.

Civil Engineering

How can you secure your Cloud data in a public environment?

70 contributions 9 hours ago

Learn how to encrypt your cloud data in a public environment using different methods and tools. Discover the best practices for managing your encryption keys and…

Cloud Computing

How can performance evaluations help you advance in Mobile Design?

47 contributions 1 day ago

Learn how to use performance evaluations to showcase your skills, demonstrate your value, and set your goals for your career in mobile design.

Mobile Design

How can you tell when you've truly become fluent in a programming language?

35 contributions 6 hours ago

Learn how to tell when you've truly become fluent in a programming language by recognizing these six signs of proficiency and confidence.

Software Development

What are the common pitfalls of cloud storage migration?

26 contributions 1 day ago

Learn how to overcome the challenges and risks of cloud storage migration, such as choosing the wrong provider, ignoring data governance and security…

Cloud Computing

What are the most effective feature selection methods for prediction?

77 contributions 1 day ago

Learn how to choose and apply the most effective feature selection methods for prediction, and improve your data preprocessing and modeling skills.

Data Science

How can you remove outliers for a specific ML task?

68 contributions 1 day ago

Learn how to identify and remove outliers for a specific ML task, and how to replace, scale, and evaluate outliers with Python code examples.

Machine Learning

How can you break down large user stories to estimate them effectively?

68 contributions 20 hours ago

Learn how to split large user stories into smaller chunks by scope, workflow, or rules, and how to estimate, validate, and refine them effectively.

Agile Methodologies

What are the most important mechanical design considerations for easy assembly and disassembly?

90 contributions 16 hours ago

Learn the key mechanical design considerations for easy assembly and disassembly, and how they can reduce costs, enhance serviceability, and improve customer…

Mechanical Engineering

What are the best web development specializations for high demand and high pay?

53 contributions 1 day ago

Learn about the best web development specializations for high demand and high pay, based on current trends and projections. Discover the skills, technologies, and…

Internet Services

"" output_2 = """ What are the most exciting developments in generative AI art?

21 contributions 6 hours ago

Learn about the most exciting developments in generative AI art, and how they can inspire you to pursue a creative and rewarding career in this field.

Artificial Intelligence (AI)

How can data privacy tools help you label and classify data?

70 contributions 2 days ago

Learn how data privacy tools can help you label and classify your data to protect it from unauthorized access, use, and disclosure.

Data Governance

What are effective strategies for promoting team learning and knowledge sharing?

26 contributions 13 hours ago

Learn some effective strategies to foster a culture of learning and sharing in your agile teams, such as creating a shared vision, establishing feedback loops, and…

Agile Methodologies

How can you use AI to make transportation safer with reinforcement learning?

127 contributions 1 minute ago

Learn how reinforcement learning, a branch of AI, can help to solve transportation problems, such as autonomous driving, traffic management, and smart mobility.

Artificial Intelligence (AI)

How can you manage user sessions in a back-end web application?

28 contributions 14 minutes ago

Learn how to create, secure, optimize, and test user sessions in a back-end web application using cookies, tokens, or database sessions.

Web Development

What are the best practices for preventing reintroduction of bugs into your codebase?

26 contributions 6 hours ago

Learn some best practices for preventing reintroduction of bugs into your codebase, such as version control, automated tests, code reviews, bug tracking tools…

Software Development

How can you create a realistic and achievable Sprint Backlog?

100 contributions 11 hours ago

Learn how to create a realistic and achievable Sprint Backlog for your Scrum team, aligned with the Sprint Goal, the Product Backlog, and the team's capacity.

Agile Methodologies

What are the differences between system programming and application programming?

51 contributions 18 hours ago

Learn about the main differences between system programming and application programming, and how they relate to operating systems, languages, tools, and challenges.

Operating Systems

How do you calculate precision and recall in a machine learning model?

46 contributions 13 minutes ago

Learn what precision and recall mean, how to calculate them, and how to interpret them for evaluating machine learning models in AI and data science.

Artificial Intelligence (AI)

What are the most promising use cases for data mining in manufacturing?

92 contributions 2 days ago

Discover the most promising use cases for data mining in manufacturing, and how data analytics can improve efficiency, quality, productivity, and profitability.

Data Analytics

What is the most effective way to deploy AI in a low-resource environment?

122 contributions 10 hours ago

Learn some of the most effective ways to deploy AI in a low-resource environment, and how to overcome challenges such as limited data, computing power, or expertise.

Artificial Intelligence (AI)

How can you test the accuracy of a recommendation system?

19 contributions 22 hours ago

Learn some methods and tools for testing the accuracy of recommendation systems, a type of AI that suggest relevant items or services to users.

Artificial Intelligence (AI)

What are the challenges of attributing malware to an attacker?

58 contributions 3 days ago

Learn about the challenges and solutions of malware attribution, the process of identifying and tracing the source of malicious software.

Network Security

How can you minimize risk when driving innovation?

19 contributions 2 days ago

Learn how to manage the challenges and opportunities of technological innovation with these tips on strategy, stakeholder engagement, experimentation, diversity…

Technological Innovation

What are the best ways to optimize construction project workflows?

42 contributions 13 hours ago

Learn how to use civil engineering design principles and tools to plan, coordinate, and manage construction project workflows efficiently, safely, and effectively.

Civil Engineering Design

What are the basics of back-end web development?

79 contributions 17 hours ago

Learn what the back-end of a website is, what are the tools and skills you need to create it, and what are the challenges you may face.

Web Development

What are the most effective ways to write test cases?

94 contributions 1 hour ago

Learn some tips on how to write effective test cases that cover all the possible scenarios and are easy to maintain and execute for your programming projects.

Programming

What are the best practices for evaluating a Machine Learning team's performance?

101 contributions 12 hours ago

Learn how to measure and improve the performance of your Machine Learning team and project with these best practices.

Machine Learning