Professional Certification in Generative AI Weekend Batch-07
Generative AI is a transformative force reshaping how we live, work and engage with the world. It catalyzes a profound transformation across businesses by revolutionizing content creation, streamlining product design, and redefining customer interactions.
FREE
Course Overview
Schedule of Classes
Start Date & End Date
Sep 28 2024 - Dec 29 2024
Course Curriculum
1 Subject
Professional Certification in Generative AI Weekend Batch-07
99 Learning Materials
Module 1: Introductory Session
Machine Learning
BOW_EMBEDDING_28SEP
Introduction Class
Introduction PDF
Meeting Joining Link- 29th Sept'24
Module 2 : Traditional AI To Generative AI and Introduction-Language Model
CNN & DL
Traning Material
Vector Databases ppt
Vector Databases
Traditional AI to Generative_5th October_2024
Traditional vs Generative AI
Meeting Joining Link- 5th and 6th Oct'24
Introduction-LLM_6th October_2024
Module 3: Python Class
Different Fine-tuning
Different Fine-tuning ppt
Meeting Joining Link - 12th Oct'24
Professional Certification in Generative AI Batch-07-12th October-2024
Assignment_1
Module 4: GenAI-NLP
NLP
NLP ppt
Meeting Joining Link - 13th Oct'24
Professional Certification in Generative AI Batch-07-13th October-2024
Module 5: Python Packages
Generative_Module
Mechine Learning
Meeting Joining Link - 19th Oct'24
Professional Certification in Generative AI Batch-07-19th October-2024
word2vec_19oct_code
GenAI-NLP
python_introduction_1
Neural-Net-Introduction
Requirements
Module 6: NLP Embedding(BOW,TF-IDF,Word2Vec)
Language Models
Meeting Joining Link - 20th Oct'24
Professional Certification in Generative AI Batch-07-20th October-2024
Module 7: Word2Vec implementation
Prompt Engineering ppt
Prompt Engineering
Meeting Joining Link - 26th Oct'24
Professional Certification in Generative AI Batch-07-26th October-2024
Professional Certification in Generative AI Batch-07-26th October-2024 (1)
Module 8: Introduction to Neural Networks and Transformer Architectures
Learning Material
Learning Material
Meeting Joining Link - 27th Oct'24
Professional Certification in Generative AI Batch-07-27th October-2024
word2_vec_27Oct.ipynb
Module 9: Hugging Face and BERT: Concepts and Implementation
LLM_Operations
Meeting Joining Link - 2nd Nov'24
Professional Certification in Generative AI Batch-07-2nd November-2024
Professional Certification in Generative AI Batch-07-2nd November-2024(1)
Module 10: Exploring the T5 Model with Hands-on Implementation
Langchain
Langchain ppt
Meeting Joining Link - 9th Nov'24
Professional Certification in Generative AI Batch-07-9th November-2024
bert_intro_9Nov.ipynb
bert_mlm_9Nov.ipynb
Module 11: Understanding LangChain: Framework for LLMs Integration
RAG ppt
RAG
Advanced RAG
Advanced_RAG ppt
Meeting Joining Link - 10th Nov'24
Professional Certification in Generative AI Batch-07-10th November-2024
Professional Certification in Generative AI Batch-07-10th November-2024(1)
Module 12: Working with OpenAI Models: GPT, API, and Use Cases
Finetuning LLMs
Finetuning LLMs ppt
Meeting Joining Link - 16th Nov'24
Professional Certification in Generative AI Batch-07-16th November-2024
langchain_openai_introductaion_16nov.ipynb
GenAI-NLP
Open-AI-1
usecase_1_healthcare
Module 13 : Converting PDFs to Text and Chunking Techniques in LangChain
LLM Evaluation Mertics
LLM Evaluation ppt
Meeting Joining Link - 17th Nov'24
Professional Certification in Generative AI Batch-07-17th November-2024
langchain_prompt_temp_17Nov.ipynb
LangChain-1
Prompt_technique_4
HR-usecase-2
Module 14 : Introduction to Vector Databases for Efficient Retrieval
LLM_Generative_AI_on_Cloud_ppt
LLMs_GenAI on cloud
Meeting Joining Link - 23rd Nov'24
Professional Certification in Generative AI Batch-07-23rd November-2024
agent_introduction_23Nov.ipynb
Agent_1_sta.zip
Introduction-Agent.pdf
Module 15 : Techniques for Fine-Tuning and Fine-Tuning Large Language Models for Custom Applications
Meeting Joining Link - 24th Nov'24
Professional Certification in Generative AI Batch-07-24th November-2024
Professional Certification in Generative AI Batch-07-24th November-2024(1)
csv_agent.zip
Langchain_doc_loder.pdf
Module 16 : Combining LangChain with Vector Databases and RAG
Meeting Joining Link - 30th Nov'24
Professional Certification in Generative AI Batch-07-30th November-2024
Chat_bot_use_case.zip
langchain_LCEL.pdf
RAG_1.pdf
runnable_lcel_example_30Nov.ipynb
Module 17 : Overview of Challenges in Large Language Models
Meeting Joining Link - 1st Dec'24
Professional Certification in Generative AI Batch-07-1st December-2024
Module 18 : Model Optimization Techniques and Deployment with Streamlit and Cloud
Meeting Joining Link - 1st Dec'24
Course Instructor
Chandan Verma
3 Courses • 77 Students
Arun
9 Courses • 8595 Students
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