Folders and files
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Complete Python Playlist In English:
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Complete Python Playlist In Hindi:
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Flask Playlist:
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Fast API Tutorials
- Why NLP?
- One hot Encoding, Bag Of Words,
- TFIDF
- Word2vec,AvgWord2vec
- ANN - Working Of MultiLayered Neural Network
- Forward Propogation, Backward Propogation
- Activation Functions, Loss Functions
- Optimizers
- RNN, LSTM RNN
- GRU RNN
- Bidirection LSTM RNN
- Encoder Decoder, Attention is all you need ,Seq to Seq
- Transformers
5. Starting the Journey Towards Generative AI (GPT4,Mistral 7B, LLAMA, Hugging Face Open Source LLM Models,Google Palm Model)
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Generative Tutorials
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Generative Tutorials With AWS
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Generative Tutorials With Azure
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Genertaive AI With Google Gemini Playlist:
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Finetuning LLM
- ChromaDB
- FAISS vector database, which makes use of the Facebook AI Similarity Search (FAISS) library
- LanceDB vector database based on the Lance data format
- Cassandra DB For storing Vectors
- AWS
- Azure
- LangSmith
- LangServe
- HuggingFace Spaces