tekbytz.sh ai/ml cheatsheets
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AI/ML Cheatsheets

Guides for AI/ML enthusiasts. Interactive, searchable, and always up-to-date.

4
Cheatsheets
500+
Commands
100%
Free

Quick Jump

🤖 AI & ML

Machine Learning AI Agents Agentic AI Ray Framework Generative AI

⚙️ DevOps & CLI

Linux
Machine Learning Card Icon

Machine Learning

Guide to ML algorithms, model evaluation, data preprocessing, and best practices. Includes code examples in Python.

AI/ML Python Data Science
Active
AI Agent Card Icon

AI Agents

Guide to building intelligent autonomous agents with frameworks like LangChain, LangGraph, AutoGen, and CrewAI. Covers architecture, design patterns, and best practices.

AI LLM Automation
Active
Agentic AI Card Icon

Agentic AI

Guide to building agentic AI systems that perceive, plan, and act. Includes core concepts, frameworks, and best practices for autonomous AI.

AI Agentic Autonomy
Active
Ray Card Icon

Ray Framework

Guide to Ray, the distributed computing framework for scaling Python and AI applications. Covers Ray Core, Ray Data, Ray Train, Ray Tune, and Ray Serve.

Distributed ML Python
Active
GenAI Card Icon

Generative AI

Guide to generative AI models, prompting techniques, and best practices. Covers LLMs, prompt engineering, RAG, fine-tuning, and practical GenAI applications.

LLM Prompting RAG
Active
Linux Card Icon

Linux

Master the Linux terminal with 200+ commands covering navigation, file management, text processing, networking, and system administration.

CLI DevOps SysAdmin
Active
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© 2024 All Rights Reserved tekbytz.sh
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About Tekbytz Cheatsheets

👨‍💻 About the Creator

Created by Adam Nasim, an engineering leader driven by deep curiosity about AI and machine learning--and how they reshape the way we build, learn and collaborate. The cheatsheet serves as a practical, high-impact resource to accelerate your growth in AI and machine learning.

🎯 Our Mission

Tekbytz provides quick, comprehensive, and interactive reference guides for developers and AI/ML enthusiasts. We believe learning should be efficient, accessible, and free for everyone.

✨ What Makes Us Different

  • Interactive & Searchable: Find exactly what you need in seconds
  • Comprehensive Coverage: From fundamentals to advanced topics
  • Code Examples: Real-world examples you can use immediately
  • Always Free: No paywalls, no subscriptions
  • Dark Mode: Easy on the eyes, day or night
  • Mobile Friendly: Access anywhere, on any device

📚 Current Cheatsheets

  • Machine Learning: Algorithms, model evaluation, best practices
  • AI Agents: LangChain, LangGraph, AutoGen, CrewAI
  • Ray Framework: Distributed computing for AI/ML workloads
  • Linux Command Line: 200+ essential commands

More cheatsheets coming soon: Generative AI, Docker, Kubernetes, Git, and Python!

🤝 Contribute

This project is open to contributions! Have a suggestion? Found an error? Want to request a new cheatsheet?

  • Open an issue on GitLab
  • Connect on LinkedIn
  • Email: hello@tekbytz.com

📄 License

All content is provided free for personal and educational use. Please attribute when sharing or using in your own projects.

🎨 Attribution

Icons and graphics used in this project:

  • Creative cloud icons created by Maniprasanth - Flaticon
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Get in Touch

📧 Contact

Have questions, suggestions, or feedback? We'd love to hear from you!

  • Email: hello@tekbytz.com
  • GitLab: gitlab.com/n451m/websites
  • LinkedIn: linkedin.com/in/adamnasim

💡 Request a Cheatsheet

Want to see a specific topic covered? Let us know what cheatsheet you'd like to see next!

Email your suggestions to: hello@tekbytz.com

🐛 Report Issues

Found a bug or error? Help us improve by reporting it on GitLab or sending us an email.

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🤝 Ways to Contribute

  • Report Errors: Found a mistake? Let us know!
  • Suggest Improvements: Have ideas to make things better?
  • Request Topics: What cheatsheet should we create next?
  • Share Feedback: Tell us what's working and what's not
  • Spread the Word: Share with fellow developers

📝 How to Contribute

  1. Visit our GitLab repository
  2. Open an issue with your suggestion or report
  3. Or email us directly at: hello@tekbytz.com

🎯 Contribution Guidelines

  • Be clear and specific in your suggestions
  • Provide examples when reporting errors
  • Be respectful and constructive
  • Check if the issue already exists before creating a new one

🌟 Recognition

Contributors will be acknowledged in the project. We appreciate everyone who helps make Tekbytz better for the developer community!