AI training | LLM and agentic AI
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An Overview
Self based Learning Material
Tokenization_example_with_GPT2_Tokenizer
Custom_tokenizer
Mistral_Embeddings
Prompt Engineering Exercises - Machine Learning Problems
Prompt Engineering Exercises - DevOps, SRE, SDLC
Reference Material
Tokenization_example_with_GPT2_Tokenizer
Post Read_ LLM Deep dive topics
MIT Introduction to Deep Learning
Mistral_Embeddings
Log Anomaly detection with Amazon DevOps Guru
Day 1- Machine Learning for Generative AI
Custom_tokenizer
Chunking Strategies in RAG
Day 1 2- Artificial General Intelligence and its applications in SDLC
Day 3- RAG with LlamaIndex and LLMs
Day 4- Responsible AI AI Regulations- Short Deck
Day 5- Fine-tuning and Customization of LLMs.
Day 6- Deployment Productionization of LLM based apps
Day 6- Prompt Engineering for SDLC Practitioners
Prompt Engineering Exercises - DevOps, SRE, SDLC
Improving RAG performance
Day 7- AGI Use cases - How various Enterprises are using Agentic and Generative AI
Improving RAG performance (1)
Agentic Document
Agentic_Doc_Extract
Hallucination Index Report
How Windsurf writes 90% of your code with an Agentic IDE
AI Engineering behind SDLC Assistance Tools
LLM Observability, model drift mgt & data loss prevention.pdf
Assessment
Pre Assessment - 23rd June 2025
Assessment - 22nd July
Assessment - 24th July
Assignment
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Community Support
Virtual Instructor Led Sessions (VILT)
Meeting Link
Feedback
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Click here to share your valuable Feedback - 27th June
Click here to share your valuable Feedback - 24th July
Recording Links
Recorded Session - 23-06-2025
Recorded Session - 24-06-2025
Recorded Session - 25-06-2025
Recorded Session - 26-06-2025
Recorded Session - 27-06-2025
Recorded Session - 30-06-2025
Recorded Session - 01-07-2025
Recorded Session - 02-07-2025
Recorded Session - 23-07-2025
Recorded Session - 24-07-2025
Certificate
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AI training | LLM and agentic AI
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AI training | LLM and agentic AI
Summary
AI training | LLM and agentic AI
Skill Level
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Beginner