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Generative AI May 2025 Batch By ArpanGosh@7AM
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Introduction and Q&A_5-5-2025 (93:37)
Overview of Generative AI , API creation, Software Installation_6-5-2025 (60:14)
Introduction to NLP_7-5-2025 (80:26)
NLP: In ML_8-5-2025 (68:56)
NLP: In ML-2_9-5-2025 (61:51)
NLP: In DL-1_12-5-2025 (57:35)
NLP: In DL-2_13-5-2025 (81:15)
NLP: In DL-3_14-5-2025 (134:07)
History of LLMs_15-5-2025 (57:31)
Encoder-Decoder Architecture_16-5-2025 (60:36)
Attention Architecture _19-5-2025 (71:59)
Transformer Arichitecture-1_20-5-2025 (61:18)
Transformer Arichitecture-2_21-5-2025 (59:10)
Transformer Arichitecture-3_22-5-2025 (182:37)
Transformer Arichitecture-4_23-5-2025 (70:31)
Transformer Arichitecture-5_26-5-2025 (79:32)
Introduction to OpenAI and LLMs_27-5-2025 (56:18)
Introduction to OpenAI and LLMs_28-5-2025 (175:45)
Encoder Decoder Model i.e.T5 - Session 1_29-5-2025 (60:38)
Encoder Decoder Model i.e.T5 Session 2_30-5-2025 (52:10)
Encoder Model i.e.BERT_2-6-2025 (56:37)
Quantization Models (GGML Vs GGUF) -1_3-6-2025 (80:39)
Hugging Face API + Langchain_4-6-2025 (64:00)
Memory in Langchain_5-6-2025 (102:56)
Langchain Chain (LLMChain)_6-6-2025 (60:25)
Langchain Structured Output, Outputparser_9-6-2025 (64:15)
Langchain Runnables_11-6-2025 (80:18)
Langchain Text Splitting_12-6-2025 (62:09)
Langchain Document Loader + Vector Database_13-6-2025 (60:27)
Vector Database_16-6-2025 (185:20)
RAG Application - Youtube RAG system (Youtube CHat)_17-6-2025 (58:10)
RAG Application - Naive_18-6-2025 (61:33)
RAG Application - Advance_19-6-2025 (55:46)
FineTunning of LLMs - LORAQLORA_20-6-2025 (101:21)
LLMs Evaluation Metrix - Rouge 1, BLEU_24-6-2025 (51:59)
LLMs Evaluation Metrix - Meteor, CIDEr_25-6-2025 (136:52)
Ollama - LLM patform_26-6-2025 (56:14)
Tokens and Parameters in LLM_27-6-2025 (171:25)
Langchain Prompts_30-6-2025 (51:02)
Prompt Engineering (What is prompt engineering, Types of Prompts, Prompt Template) -1_1-7-2025 (45:54)
Prompt Engineering (What is prompt engineering, Types of Prompts, Prompt Template) -2_2-7-2025 (55:02)
Agents - Tools in Langchain_3-7-2025 (55:49)
Agents - Tool Calling in Langchain_4-7-2025 (49:08)
Overview of Agents - Weather API, weather hardcode_7-7-2025 (53:50)
LangChain Agents - ReACT Agent_8-7-2025 (47:41)
LangChain Agents - MutiAgents, yfinnace_9-7-2025 (60:59)
Crew AI_10-7-2025 (100:14)
Langchain vs LangGraph - LangGraph Agents_14-7-2025 (58:42)
Sequential Workflow using Langgraph_15-7-2025 (48:56)
Parallel Workflow using Langgraph_16-7-2025 (57:02)
Langgraph Chatbot and Chatbot with tools_17-7-2025 (53:36)
Building RAG And Agentic Application using LangFlow_18-7-2025 (57:36)
Overview Implementation of Guardrails_21-7-2025 (54:00)
ATS application using Google Gemini Pro_22-7-2025 (57:34)
Generate Documentation (Test Cases, Artifacts) using Gen AI_23-7-2025 (42:15)
AI_Devops - AI_GithubAction_CICD_24-7-2025 (46:57)
Mutiple Query PDF applciation using Google Gemini Pro_25-7-2025 (44:04)
Chatbot with Langgraph_28-7-2025 (49:51)
Deployment of GenAI app in Cloud Streamlit_29-7-2025 (58:28)
Project Discussion and Github upload_30-7-2025 (65:14)
History of LLMs_15-5-2025
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