https://github.com/krishnaik06/Data-Science-Gen-AI-Playlist-2024

Hello Guys,

The only way to achieve anything is to work on it.

Here we go refer this and thank me later :)

• LLM Fine Tuning Playlist:

• AWS Bedrock Playlist:

• Llamindex Playlist:

• Google Gemini Playlist:

• Langchain Playlist:

• Data Science Projects:

Statistics in 6 hours:

Machine Learning In 6 Hours:

Deep Learning 5 hours :

Statistics:

Machine Learning : Deep Learning:

NLP :

1. First End-To-End ML Project for Starters [Student Performance Prediction]

2. End-to-End NLP Project with GitHub Action, MLOps, and Deployment [Text Summarization]

3. End-to-End ML Project Implementation Using AWS Sagemaker

4. Computer Vision: End-to-End Cell Segmentation Using Yolo V8

   • (Part 1)
   • (Part 2)

5. Deep Learning Project with Deployment, MLOps, and DVC [Chicken Disease Classification]

6. Audio Classification Projects

   • (Part 1)
   • (Part 2)
   • (Part 3)
   • (Part 4)

7. End-to-End ML Project with MLFLOW

8. End-to-End ML Project Implementation with Dockers, GitHub Action

9. Langchain Open AI Project

10. Kidney Disease Classification

11. End To End Generative AI Projects

    • End To End Advanced RAG App Using AWS Bedrock And Langchain
    • Fine Tune LLAMA 2 With Custom Dataset Using LoRA And QLoRA Techniques
    • End To End Youtube Video Transcribe Summarizer LLM App With Google Gemini Pro
    • Step-by-Step Guide to Building a RAG LLM App with LLamA2 and LLaMAindex
    • End to end RAG LLM App Using Llamaindex and OpenAI- Indexing and Querying Multiple pdf's
    • Modified End To End Resume ATS Tracking LLM Project With Google Gemini Pro
    • End To End Text To SQL LLM App Along With Querying SQL Database Using Google Gemini Pro
    • End To End Multi Language Invoice Extractor Project Using Google Gemini Pro Free LLM Model
    • Build a PDF Document Question Answering LLM System With Langchain,Cassandra,Astra DB,Vector Database