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.
Course Instructors:
Chandan Verma, Arun
FREE
To enroll in this course, please contact the Admin
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
PDF
PDF
BOW_EMBEDDING_28SEP
External Link
Introduction Class
Video
01:33:23
Introduction PDF
PDF
Meeting Joining Link- 29th Sept'24
External Link
Module 2 : Traditional AI To Generative AI and Introduction-Language Model
CNN & DL
PDF
Traning Material
PDF
Vector Databases ppt
PDF
Vector Databases
PDF
Traditional AI to Generative_5th October_2024
Video
03:01:32
Traditional vs Generative AI
PDF
Meeting Joining Link- 5th and 6th Oct'24
External Link
Introduction-LLM_6th October_2024
Video
00:50:11
Module 3: Python Class
Different Fine-tuning
PDF
Different Fine-tuning ppt
PDF
Meeting Joining Link - 12th Oct'24
External Link
Professional Certification in Generative AI Batch-07-12th October-2024
Video
03:09:37
Assignment_1
PDF
Module 4: GenAI-NLP
NLP
PDF
NLP ppt
PDF
Meeting Joining Link - 13th Oct'24
External Link
Professional Certification in Generative AI Batch-07-13th October-2024
Video
02:45:33
Module 5: Python Packages
Generative_Module
PDF
Mechine Learning
PDF
Meeting Joining Link - 19th Oct'24
External Link
Professional Certification in Generative AI Batch-07-19th October-2024
Video
03:05:31
word2vec_19oct_code
External Link
GenAI-NLP
PDF
python_introduction_1
PDF
Neural-Net-Introduction
PDF
Requirements
PDF
Module 6: NLP Embedding(BOW,TF-IDF,Word2Vec)
Language Models
PDF
Meeting Joining Link - 20th Oct'24
External Link
Professional Certification in Generative AI Batch-07-20th October-2024
Video
02:37:36
Module 7: Word2Vec implementation
Prompt Engineering ppt
PDF
Prompt Engineering
PDF
Meeting Joining Link - 26th Oct'24
External Link
Professional Certification in Generative AI Batch-07-26th October-2024
Video
02:48:04
Professional Certification in Generative AI Batch-07-26th October-2024 (1)
Video
00:31:55
Module 8: Introduction to Neural Networks and Transformer Architectures
Learning Material
PDF
Learning Material
PDF
Meeting Joining Link - 27th Oct'24
External Link
Professional Certification in Generative AI Batch-07-27th October-2024
Video
03:19:45
word2_vec_27Oct.ipynb
External Link
Module 9: Hugging Face and BERT: Concepts and Implementation
LLM_Operations
PDF
Meeting Joining Link - 2nd Nov'24
External Link
Professional Certification in Generative AI Batch-07-2nd November-2024
Video
01:56:20
Professional Certification in Generative AI Batch-07-2nd November-2024(1)
Video
01:09:01
Module 10: Exploring the T5 Model with Hands-on Implementation
Langchain
PDF
Langchain ppt
PDF
Meeting Joining Link - 9th Nov'24
External Link
Professional Certification in Generative AI Batch-07-9th November-2024
Video
02:55:31
bert_intro_9Nov.ipynb
External Link
bert_mlm_9Nov.ipynb
External Link
Module 11: Understanding LangChain: Framework for LLMs Integration
RAG ppt
PDF
RAG
PDF
Advanced RAG
PDF
Advanced_RAG ppt
PDF
Meeting Joining Link - 10th Nov'24
External Link
Professional Certification in Generative AI Batch-07-10th November-2024
Video
02:29:52
Professional Certification in Generative AI Batch-07-10th November-2024(1)
Video
01:13:10
Module 12: Working with OpenAI Models: GPT, API, and Use Cases
Finetuning LLMs
PDF
Finetuning LLMs ppt
PDF
Meeting Joining Link - 16th Nov'24
External Link
Professional Certification in Generative AI Batch-07-16th November-2024
Video
02:59:18
langchain_openai_introductaion_16nov.ipynb
External Link
GenAI-NLP
PDF
Open-AI-1
PDF
usecase_1_healthcare
ZIP
Module 13 : Converting PDFs to Text and Chunking Techniques in LangChain
LLM Evaluation Mertics
PDF
LLM Evaluation ppt
PDF
Meeting Joining Link - 17th Nov'24
External Link
Professional Certification in Generative AI Batch-07-17th November-2024
Video
02:48:31
langchain_prompt_temp_17Nov.ipynb
External Link
LangChain-1
PDF
Prompt_technique_4
PDF
HR-usecase-2
ZIP
Module 14 : Introduction to Vector Databases for Efficient Retrieval
LLM_Generative_AI_on_Cloud_ppt
PDF
LLMs_GenAI on cloud
PDF
Meeting Joining Link - 23rd Nov'24
External Link
Professional Certification in Generative AI Batch-07-23rd November-2024
Video
03:09:42
agent_introduction_23Nov.ipynb
External Link
Agent_1_sta.zip
ZIP
Introduction-Agent.pdf
PDF
Module 15 : Techniques for Fine-Tuning and Fine-Tuning Large Language Models for Custom Applications
Meeting Joining Link - 24th Nov'24
External Link
Professional Certification in Generative AI Batch-07-24th November-2024
Video
02:32:28
Professional Certification in Generative AI Batch-07-24th November-2024(1)
Video
00:12:19
csv_agent.zip
ZIP
Langchain_doc_loder.pdf
PDF
Module 16 : Combining LangChain with Vector Databases and RAG
Meeting Joining Link - 30th Nov'24
External Link
Professional Certification in Generative AI Batch-07-30th November-2024
Video
03:16:39
Chat_bot_use_case.zip
ZIP
langchain_LCEL.pdf
PDF
RAG_1.pdf
PDF
runnable_lcel_example_30Nov.ipynb
External Link
Module 17 : Overview of Challenges in Large Language Models
Meeting Joining Link - 1st Dec'24
External Link
Professional Certification in Generative AI Batch-07-1st December-2024
Video
02:51:01
Module 18 : Model Optimization Techniques and Deployment with Streamlit and Cloud
Meeting Joining Link - 1st Dec'24
External Link
Course Instructor
Chandan Verma
Arun
9 Courses • 10125 Students
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