This repository provides a structured learning path and actionable routine for individuals aiming to become top-tier AI experts. It caters to professionals, leaders, and students seeking to deepen their understanding and practical skills in AI, particularly focusing on LLMs and related technologies.

How It Works

The project outlines a comprehensive "drill" comprising scientific methods, processes, algorithms, and systems for building AI models and narratives. It emphasizes a disciplined approach with dedicated deep and shallow work sessions, encouraging focused learning and practical application. The content is presented through video sessions and supplementary text notes, guiding users through foundational AI concepts to advanced topics like LLMs, RAG, fine-tuning, and agentic workflows.

Highlighted Details

• Structured learning path covering AI foundations, LLMs, RAG, fine-tuning, RL, ethical AI, and agentic workflows.
• Recommends a daily routine of 4 hours of deep work and 2 hours of shallow work for accelerated learning.
• Targets individuals aiming for the top 1% of AI expertise, regardless of current professional standing.
• Emphasizes an action-oriented, no-shortcuts approach to mastering AI concepts.

Maintenance & Community

This project appears to be a personal initiative by Hemant, with no explicit mention of a broader community, team, or ongoing maintenance schedule.

Licensing & Compatibility

The repository does not specify a license.

Limitations & Caveats

The project is presented as a personal learning framework and routine, with no explicit code or runnable components. Its effectiveness relies entirely on user discipline and self-direction.