Generative AI Live Training - Batch 02
41 lessons0m total
Course content
Training Instructions
0 lessonsSession 01 to 10
10 lessons- S01 Introduction of Generative AI
- S02 Python Programming Basics
- S03 Data Types & Operators
- S04 Control Structures Conditional Statement & Looping
- S05 Functions & Lambda Functions
- S06 File Handling & Exception Handling
- S07 OOPS: Class, Objects, Abstarction, Inheritance, Polymorphism, Encapusulation
- S08 Numpy Introduction
- S09 Recap of All Basics of Python
- S10 Seminar By Students On Basics of Python
Session 11 to 20
10 lessons- S11 Numpy Methods
- S12 Pandas-Series, Data Frames
- S13 Stats & Probs Matplotlib Library
- S14 Exploratory Data Analysis On IRIS Dataset
- S15 Exploratory Data Analysis
- S16 Exploratory Data Analysis With Titanic & Auto MPG
- S17 Exploratory Data Analysis On Pizza Sales
- S18 Exploratory Data Analysis On Pizza Sales Chart Requirements
- S19 Connection Of SQL Server To Python, Introduction To Machine Learning
- S20 Introduction To Machine Learning
Session 21 to 30
10 lessons- S21 Linear Regression Algorithm
- S22 Polynomial Regression & Classification Algorithms Introduction
- S23 Classification Algorithms
- S24 Classification Algorithm On IRIS & Wine Dataset
- S25 Classification Algorithms on Titanic & Breast Cancer
- S26 Clustering Algorithms
- S27 Association Rule Learning
- S28 Introduction To Deep Learning
- S29 Implementation Of ANN
- S30 Convolutional Neuraal Networks
Session 31 to 40
10 lessons- S31 RNN,lSTM Models & Gen AI Life Cycle
- S32 Introduction To NLP
- S33 NLP Techniques & Recommendation Engine Project
- S34 Gen AI Models, Transformers Hands-On & Introduction To Prompt Engineering
- S35 Gen AI: Life Cycle RLHF & Fine Tuning
- S36 Chunking Strategies & RAG Architecture
- S37 Vector Databases, Llama Index & Fine Tuning Techniques
- S38 Evaluation Metrics, Mlops, LLMops, Crew AI, Agentic AI
- S39 Rag With Faiss Project With External Document | Rag With Pinecone By Using LLM Model
- S40 Langchain With Open AI API Key Chatbot
Session 41
1 lesson- S41 Final Project & Resume Preparation
₹38,499
One-time payment. Lifetime access.
- 41 on-demand lessons
- Lifetime access
- Certificate of completion