Professional Certification in Generative AI
Course Instructor
Chandan Verma
FREE
To enroll in this course, please contact the Admin
Course Overview
Schedule of Classes
Start Date & End Date
Sep 07 2024 - Dec 14 2024
Course Curriculum
1 Subject
Professional Certification in Generative AI Weekend Batch-06
97 Learning Materials
Module 1 : Traditional AI To Gen AI
Installation Guide
PDF
Tutorial
External Link
Python for GenAI
PDF
Python Programming Language Day 1 - Day 3
External Link
Recordings
External Link
Meeting Joining Link- 7th Sept'24
External Link
Recording
Video
01:33:37
class recording / Day 01 / Sep 14
Video
01:59:49
Class Recording / Day 01 / Sep 14
Video
00:00:48
Class Recording / Day 01 / Sep 14
Video
00:00:50
Class Recording / Day 2 / Sep 15
Video
02:41:52
Class Recording / Day 02 / Sep 15
Video
03:05:33
Introducation / Day 01
PDF
Introduction-Gen-AI
PDF
Python_Introduction
PDF
python_introduction_1
PDF
Module 2 : Introduction-Languge_Model and Python Class
Machine Learning
PDF
PDF
Meeting Joining Link- 14th Sept'24
External Link
Recording
Video
01:59:49
Recording
Video
03:05:33
Traditional vs Generative AI
PDF
Python Introduction
PDF
Module 3 : GenAI-NLP and Python Packages
CNN & DL
PDF
Learning Material
PDF
Meeting Joining Link- 21st Sept'24
External Link
Professional Certification in Generative AI Batch-06-21st September-2024
Video
03:12:27
Professional Certification in Generative AI Batch-06-22nd September-2024
Video
02:56:26
Module 4 : NLP Embedding(BOW,TF-IDF,Word2Vec) and Word2Vec implementation
NLP
PDF
Learning Material
PDF
Meeting Joining Link- 28th and 29th Sept'24
External Link
Professional Certification in Generative AI Batch-06-28th September-2024
Video
01:45:50
Professional Certification in Generative AI Batch-06-28th September-2024 (1)
Video
00:07:30
Professional Certification in Generative AI Batch-06-28th September-2024 (2)
Video
00:05:31
Professional Certification in Generative AI Batch-06-29th September-2024
Video
00:09:15
Professional Certification in Generative AI Batch-06-29th September-2024(1)
Video
03:12:54
Module 5 : Introduction to Neural Networks and Transformer Architectures and Hugging Face and BERT: Concepts and Implementation
Learning Material
PDF
Learning Material
PDF
Meeting Joining Link- 5th and 6th Oct'24
External Link
Professional Certification in Generative AI Batch-06-5th October-2024
Video
00:46:55
Professional Certification in Generative AI Batch-06 - 06th October-2024
Video
03:06:39
Module 6 : Exploring the T5 Model with Hands-on Implementation and Understanding LangChain: Framework for LLMs Integration
Learning Material
PDF
Learning Material
PDF
Meeting Joining Link- 12th and 13th Oct'24
External Link
Professional Certification in Generative AI Batch-06-12th October-2024
Video
03:19:24
Professional Certification in Generative AI Batch-06-13th October-2024
Video
02:25:04
Module 7 : Working with OpenAI Models: GPT, API, and Use Cases and Converting PDFs to Text and Chunking Techniques in LangChain
Learning Material
PDF
Learning Material
PDF
Meeting Joining Link- 19th and 20th Oct'24
External Link
Professional Certification in Generative AI Batch-06-19th October-2024
Video
02:50:28
Professional Certification in Generative AI Batch-06-20th October-2024
Video
02:50:30
KQV_SCORE_EXAMPLE_19OCT_code
External Link
GenAI-NLP
PDF
bert_tokenizer_20oct_code
External Link
Bert_introduction_19Oct_code
External Link
Neural-Net-Introduction
PDF
Transformers-1
PDF
BERT-LLM
PDF
Module 8 : Introduction to Vector Databases for Efficient Retrieval
Learning Material
PDF
Learning Material
PDF
Meeting Joining Link- 26th Oct'24
External Link
Professional Certification in Generative AI Batch-06-26th October-2024.
Video
02:57:11
bert_mlm_nsp_26oct_code
External Link
counselchat-data.csv
External Link
Module 9 : Techniques for Fine-Tuning and Fine-Tuning Large Language Models for Custom Applications
Learning Material
PDF
Learning Material
PDF
Meeting Joining Link- 27th Oct'24
External Link
Professional Certification in Generative AI Batch-06-27th October-2024
Video
03:28:43
fine-tune_bert_mental_heathdata.ipynb
External Link
tweet_emotions.csv
External Link
Twitter_Data.csv
External Link
Module 10 : Combining LangChain with Vector Databases and RAG
Learning Material
PDF
Learning Material
PDF
Learning Material
PDF
Meeting Joining Link- 9th Nov'24
External Link
Professional Certification in Generative AI Batch-06-9th November-2024
Video
03:04:33
Module 11 : Overview of Challenges in Large Language Models
Learning Material
PDF
Learning Material
PDF
Meeting Joining Link- 10th Nov'24
External Link
Professional Certification in Generative AI Batch-06-10th November-2024
Video
02:16:02
Assignment_2_bert_classification
PDF
Assignment 3
PDF
Module 12 : Model Optimization Techniques and Deployment with Streamlit and Cloud
Learning Material
PDF
Learning Material
PDF
Meeting Joining Link- 16th Nov'24
External Link
Professional Certification in Generative AI Batch-06-16th November-2024
Video
02:41:24
Doubt Clearing Session and Certification
Meeting Joining Link - 17th Nov'24
External Link
Professional Certification in Generative AI Batch-06-17th November-2024
Video
01:37:52
Professional Certification in Generative AI Batch-06-17th November-2024(1)
Video
01:24:54
Class recordings of 23rd and 24th Nov'24
Professional Certification in Generative AI Batch-06-23rd November-2024
Video
02:45:50
Professional Certification in Generative AI Batch-06-24th November-2024
Video
03:17:06
Introduction-Agent
PDF
Langchain_doc_loder
PDF
Agent_1_sta.zip
ZIP
RFP_Summarization.zip
ZIP
Class recordings of 30th Nov and 1st Dec'24
Professional Certification in Generative AI Batch-06-30th November-2024
Video
02:56:05
Professional Certification in Generative AI Batch-06-1st December-2024
Video
02:00:17
Course Instructor
Chandan Verma
3 Courses • 62 Students
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