75DayHard_GenAI_LLM_Challenge

This repository contain my 75Day Hard Generative AI and LLM Learning Challenge.

🚨 Day 1 : Top 2 Generative AI Algorithms and their Difference Link - https://youtu.be/sHcPY1nSrcw

🚨 Day 2 : Neural Networks for Generative AI and Types of Neural Networks Link - https://youtu.be/ErZW8oMPY8I

🚨 Day 3 : Generative AI Top 5 Activation Functions Link - https://youtu.be/CaD1Afm0lYg

🚨 Day 4 : Top 2 LLM Model Optimization Techniques along with 6 Other Model Optmization Techniques Link - https://youtu.be/6wAKUqzgOms

🚨 Day 5 : NLP Stage 1 Tutorials - Types of NLP Algorithms Explained along with Why NLP for LLM? Link - https://youtu.be/CBtHgX-DHwk

🚨 Day 6 : NLP Stage 2 Tutorials - Stemming to Named Entity Recognition Explained with Python Link - https://youtu.be/xNsTA3r8bRE

🚨 Day 7: Next Word Prediciton Project using LSTM and Bi-Directional LSTM Python Link - https://lnkd.in/dZm338Q5

🚨 Day 8: Text Representation | Word Embeddings in NLP [Explained] Word2Vec CBOW N-Gram Bi-Gram Link - https://lnkd.in/g49fJPcT

🚨 Day 9: Text Representation with Negative Sampling or GLOVE to get Word Embeddings NLP Link - https://lnkd.in/d37E-KxC

🚨 Day 10: Working of Sentiment Analysis Explained Link - https://lnkd.in/d_Z-Vnkf

🚨 Day 11: Vanshing Gradient and Exploding Gradient Problem in NLP Link - https://youtu.be/fbFWvHYKyPo

🚨 Day 12: Attention Mechanism [Explained] Transformers Architecture in GPT4 [Encoder Decoder] Python Link - https://youtu.be/bFk7DEJ1tkE

🚨 Day 13: Transformers Explained in NLP Link - https://lnkd.in/dy4d-bBE

🚨 Day 14 Do you know? Why LLMs has Billions 💲 Million 💰 Parameters? Link - https://lnkd.in/dPexm2RR

🚨 Day 15: Top 7 NLP Projects with Hugging Face Transformers [Explained] Question Answering Chatbot Link - https://youtu.be/FtyBrPfQp_M

🚨 Day 16: How to Build Streamlit App with 3 Hugging Face Transformers | Python Code + Project Link - https://youtu.be/dWnJMp-4db8

🚨 Day 17: LLM Fine Tuning Techniques Explained Link - https://lnkd.in/dW-RTe4j

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🚨 Day 18: 🗳️ Why use Masking while Fine-Tuning LLM? Link - https://lnkd.in/dy3zWegT

🚨 Day 19: How to Fine Tune LLM with Maske Language Modelling | Hugging Face | PyTorch and Tensorflow Link - https://youtu.be/nfgXkbzuoos