| GenAI Introduction |
|
GenAI Introduction |
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00:50:00 |
| LLMs Introduction |
|
LLMs Introduction |
|
01:04:00 |
| Linear Regression |
|
Linear Regression |
|
01:21:00 |
| Logistic Regression |
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Logistic Regression |
|
00:47:00 |
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Assignment-1 |
|
00:02:00 |
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Solution for Assignment-1 |
|
00:19:00 |
| ANN |
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ANN – Artificial Neural Network |
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00:57:00 |
|
ANN – Algorithm |
|
01:00:00 |
| Introduction to Word Embeddings |
|
Introduction to Word Embeddings |
|
00:43:00 |
|
Word2Vec – Examples |
|
00:43:00 |
|
Assignment-2 |
|
00:03:00 |
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Solution for Assignment-2 |
|
00:36:00 |
| Hugging Face Models |
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Hugging Face Models Part-1 |
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00:41:00 |
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Hugging Face Models Part-2 |
|
00:46:00 |
|
Assignment-3 |
|
00:03:00 |
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Solution for Assignment-3 |
|
00:30:00 |
| LangChain |
|
LangChain Part-1 |
|
00:38:00 |
|
LangChain part-2 |
|
00:40:00 |
|
Open Source LLM models |
|
00:30:00 |
|
Assignment-4 |
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00:02:00 |
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Solution for Assignment-4 |
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00:17:00 |
| Model-IO (Lang Chain Models) |
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Model-IO (Lang Chain Models) Part-1 |
|
00:38:00 |
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Model-IO (Lang Chain Models) Part-2 |
|
00:40:00 |
|
Assignment-5 |
|
00:05:00 |
|
Solution for Assignment-5 |
|
00:21:00 |
| RAG (Retrieval Augmented Gen) |
|
RAG (Retrieval Augmented Gen) |
|
01:02:00 |
|
RAG Validation |
|
00:21:00 |
|
Assignment-6 – RAG |
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00:07:00 |
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Solution for Assignment-6 |
|
00:07:00 |
| Mastering Chatbots & Memory with Langchain |
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Mastering Chatbots & Memory with Langchain Part-1 |
|
00:40:00 |
|
Mastering Chatbots & Memory with Langchain Part-2 |
|
00:38:00 |
|
Assignment-7 – Indian Penal Code Chatbot |
|
00:05:00 |
| Langchain Agents and Toolkits |
|
Langchain Agents and Toolkits |
|
01:18:00 |
