A Practical Roadmap to Learn NLP, LLMs, Fine-Tuning, RAG, MCP, and Agentic AI

1. 1Learn the basics of data preparation for NLP tasks
2. 2Study how machine learning models work and their applications in NLP
3. 3Understand how text is converted to numerical representations using embeddings and transformers
4. 4Explore how LLMs generate language and their fine-tuning techniques
5. 5Apply knowledge of RAG, MCP, and agentic AI to build modern AI applications

Data scientists, AI engineers, and machine learning practitioners can benefit from this roadmap to improve their skills in natural language processing and AI applications

💡 A chronological approach to learning AI concepts is essential for effective mastery

Boost your AI skills with a practical roadmap to mastering NLP, LLMs, fine-tuning, RAG, and agentic AI! #AI #NLP #LLMs