Generative AI On Cloud (Azure And AWS)

Prerequisites To Start With

1. Python Programming Language

  1. Complete Python Playlist In English: YouTube

  2. Complete Python Playlist In Hindi: YouTube

  3. Flask Playlist: YouTube

  4. Fast API Tutorials YouTube

2. Basic Machine Learning Natural Language Processing (Day 1 - Day 5) YouTube

  1. Why NLP?
  2. One hot Encoding, Bag Of Words,
  3. TFIDF
  4. Word2vec,AvgWord2vec

3. Basic Deep Learning Concepts (Day 1- Day 5) YouTube

  1. ANN - Working Of MultiLayered Neural Network
  2. Forward Propogation, Backward Propogation
  3. Activation Functions, Loss Functions
  4. Optimizers

4. Advanced NLP Concepts (Day 6 - Last Video) YouTube

  1. RNN, LSTM RNN
  2. GRU RNN
  3. Bidirection LSTM RNN
  4. Encoder Decoder, Attention is all you need ,Seq to Seq
  5. Transformers

5. Generative AI Playlist:

  1. Updated Langchain Playlist YouTube
  2. Updated Langchain Playlist In Hindi YouTube
  3. Fine Tuning LLm Playlist YouTube
  4. Google Gemini Playlist YouTube
  5. More Langchain Projects YouTube
  6. Generative AI On Azure Cloud YouTube
  7. Generative AI On AWS Cloud YouTube

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