Generative AI Resource Repository

Welcome to the Generative AI Resources Repository! 🚀

This repository is a handpicked collection of the best Generative AI resources curated from 100+ LinkedIn posts that have collectively garnered over 5 million views and have proven invaluable to countless professionals. These resources have been instrumental in helping people:

• Kickstart their journey in Generative AI
• Deepen their understanding of cutting-edge concepts
• Prepare for and ace technical interviews

Each folder in this repository contains PDFs that were originally shared on LinkedIn, meticulously compiled to provide high-quality knowledge in an organized format.

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🌟 What’s Inside?

This repository covers a wide array of Generative AI topics designed to cater to enthusiasts, learners, and professionals alike. Here’s an overview of the key topics included:

1. Agents

Explore resources on autonomous agents and their role in Generative AI applications.

2. Large Language Models (LLMs)

Delve into foundational and advanced knowledge about LLMs, their architectures, and applications.

3. Evaluations and Benchmarks

Learn how to assess and compare the performance of Generative AI models effectively.

4. Fine-Tuning LLMs

A deep dive into techniques and strategies for fine-tuning LLMs to suit specific use cases.

5. Retrieval-Augmented Generation (RAG)

Understand how to combine retrieval systems with LLMs for enhanced performance and contextual relevance.

6. Miscellaneous Topics

Discover various exciting and lesser-discussed aspects of Generative AI.

7. Industry Use Cases

Explore how Generative AI is transforming industries like healthcare, finance, education, entertainment, and more.

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📂 Folder Structure

Each folder corresponds to one of the above topics and contains LinkedIn-uploaded PDFs rich with insights, practical guides, and case studies.

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🤝 Why This Repository?

This collection is more than just a set of resources—it’s the culmination of hours of research, curation, and community-driven learning. These materials have already:

• Educated and inspired thousands of individuals across the globe
• Helped professionals land their dream roles in AI and tech
• Provided clarity on the most important concepts in Generative AI

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💡 How to Use These Resources

1. Browse the folders to find the topic of interest.
2. Download and read the PDFs to gain practical and theoretical insights.
3. Apply your learning to real-world projects, research, or interviews.

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📬 Feedback and Contributions

I’d love to hear your thoughts on these resources! Feel free to suggest additional resources or provide feedback by opening an issue or contacting me directly.

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Thank you for exploring this repository! I hope these resources empower you in your Generative AI journey and help you achieve your learning and professional goals.

Happy learning! 🚀