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Generative AI February 2025 Batch By
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Overview of Generative AI_19-2-2025 (97:39)
Installion of Softwares and API Creations_20-2-2025 (88:50)
Python: Modular coding/Functions/OOPs Concept_21-2-2025 (65:34)
Introduction to NLP_24-2-2025 (66:24)
NLP: In ML_26-2-2025 (57:57)
NLP: In DL-1_27-2-2025 (52:01)
NLP: In DL-2_28-2-2025 (51:09)
History of LLMs_3-3-2025 (60:29)
Encoder-Decoder Architecture_4-3-2025 (50:12)
Attention Architecture - 1_5-3-2025 (57:40)
Attention Architecture -2_6-3-2025 (36:07)
Transformer Arichitecture - 1_7-3-2025 (48:38)
Transformer Arichitecture -2_10-3-2025 (48:44)
Transformer Arichitecture -3_11-3-2025 (47:16)
LLM model_12-3-2025 (57:37)
Langchain Chat and Embedding Models_13-3-2025 (184:55)
Langchain-Prompts_14-3-2025 (49:38)
Decoder Models GPT_17-3-2025 (52:40)
Encoder Decoder Model i.e.T5 - Session 1_18-3-2025 (55:59)
Encoder Decoder Model i.e.T5 Session 2_19-3-2025 (47:51)
Encoder Model i.e.BERT_20-3-2025 (55:23)
Quantization Models (GGML Vs GGUF) -1_21-3-2025 (53:30)
Introduction to LangChain_24-3-2025-Part1 (17:50)
Introduction to LangChain_24-3-2025 (59:27)
Hugging Face API + Langchain_25-3-2025 (50:07)
Memory in Langchain_26-3-2025 (47:26)
Langchain Chain (LLMChain)_27-3-2025 (110:29)
Langchain Structured Output_28-3-2025 (43:47)
Langchain Outputparser_31-3-2025 (56:30)
Langchain Runnables_1-4-2025 (51:20)
Vector Database_2-4-2025 (48:23)
Document Splitting_7-4-2025 (46:55)
RAG Application -1_9-4-2025 (59:26)
RAG Application -2_10-4-2025 (68:23)
RAG Application -3_11-4-2025 (37:07)
FineTunning of LLMs - QLORA_14-4-2025 (48:03)
FineTunning of LLMs - QLORA_15-4-2025 (59:08)
LLMs Evaluation Metrix - Meteor, CIDEr, RAGAS, MALLUES_16-4-2025 (53:50)
GPT-3 vs GPT-4_17-4-2025 (240:01)
Ollama - LLM patform_22-4-2025 (42:01)
Tokens and Parameters in LLM_23-4-2025 (44:11)
Prompt Engineering (What is prompt engineering, Types of Prompts, Prompt Template) -1_24-4-2025 (38:48)
Prompt Engineering (What is prompt engineering, Types of Prompts, Prompt Template) - 2_25-4-2025 (44:41)
Agents - Tools in Langchain_28-4-2025 (40:47)
Agents - Tool Calling in Langchain_1-5-2025 (42:58)
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Attention Architecture - 1_5-3-2025
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