Generative AI February 2025 Batch By [email protected]
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Course Curriculum
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StartOverview of Generative AI_19-2-2025 (97:39)
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StartInstallion of Softwares and API Creations_20-2-2025 (88:50)
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StartPython: Modular coding/Functions/OOPs Concept_21-2-2025 (65:34)
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StartIntroduction to NLP_24-2-2025 (66:24)
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StartNLP: In ML_26-2-2025 (57:57)
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StartNLP: In DL-1_27-2-2025 (52:01)
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StartNLP: In DL-2_28-2-2025 (51:09)
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StartHistory of LLMs_3-3-2025 (60:29)
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StartEncoder-Decoder Architecture_4-3-2025 (50:12)
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StartAttention Architecture - 1_5-3-2025 (57:40)
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StartAttention Architecture -2_6-3-2025 (36:07)
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StartTransformer Arichitecture - 1_7-3-2025 (48:38)
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StartTransformer Arichitecture -2_10-3-2025 (48:44)
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StartTransformer Arichitecture -3_11-3-2025 (47:16)
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StartLLM model_12-3-2025 (57:37)
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StartLangchain Chat and Embedding Models_13-3-2025 (184:55)
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StartLangchain-Prompts_14-3-2025 (49:38)
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StartDecoder Models GPT_17-3-2025 (52:40)
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StartEncoder Decoder Model i.e.T5 - Session 1_18-3-2025 (55:59)
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StartEncoder Decoder Model i.e.T5 Session 2_19-3-2025 (47:51)
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StartEncoder Model i.e.BERT_20-3-2025 (55:23)
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StartQuantization Models (GGML Vs GGUF) -1_21-3-2025 (53:30)
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StartIntroduction to LangChain_24-3-2025-Part1 (17:50)
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StartIntroduction to LangChain_24-3-2025 (59:27)
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StartHugging Face API + Langchain_25-3-2025 (50:07)
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StartMemory in Langchain_26-3-2025 (47:26)
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StartLangchain Chain (LLMChain)_27-3-2025 (110:29)
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StartLangchain Structured Output_28-3-2025 (43:47)
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StartLangchain Outputparser_31-3-2025 (56:30)
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StartLangchain Runnables_1-4-2025 (51:20)
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StartVector Database_2-4-2025 (48:23)
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StartDocument Splitting_7-4-2025 (46:55)
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StartRAG Application -1_9-4-2025 (59:26)
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StartRAG Application -2_10-4-2025 (68:23)
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StartRAG Application -3_11-4-2025 (37:07)
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StartFineTunning of LLMs - QLORA_14-4-2025 (48:03)
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StartFineTunning of LLMs - QLORA_15-4-2025 (59:08)
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StartLLMs Evaluation Metrix - Meteor, CIDEr, RAGAS, MALLUES_16-4-2025 (53:50)
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StartGPT-3 vs GPT-4_17-4-2025 (240:01)
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StartOllama - LLM patform_22-4-2025 (42:01)
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StartTokens and Parameters in LLM_23-4-2025 (44:11)
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StartPrompt Engineering (What is prompt engineering, Types of Prompts, Prompt Template) -1_24-4-2025 (38:48)
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StartPrompt Engineering (What is prompt engineering, Types of Prompts, Prompt Template) - 2_25-4-2025 (44:41)
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StartAgents - Tools in Langchain_28-4-2025 (40:47)
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StartAgents - Tool Calling in Langchain_1-5-2025 (42:58)
Frequently Asked Questions
When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.