
Applied Generative AI Online Course
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Live online training
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Advanced Certification from E&ICT Academy, IIT Guwahati
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2-Day Campus Immersion Program at IIT-G (for successful learners only)
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Alumni Status at E&ICT Academy, IIT Guwahati

Download Brochure
Next Cohort Starts
Program Duration
6 Months
Learning Format
Online, Instructor-Led
Industry Insights

The U.S. generative AI market is booming, revolutionizing industries like healthcare, entertainment, and finance with cutting-edge advancements in machine learning and automation. As tech giants and startups invest heavily, the demand for generative AI expertise is skyrocketing. Learning generative AI gives you the power to innovate, streamline operations, and unlock new opportunities. Equip yourself with the skills to lead in the digital age and shape the future of technology.
14.3%
Hike in AI job postings within the total share of tech jobs
36.3%
CAGR expected from
2024 to 2030
Top Companies Hiring Generative AI Professionals in the US
Master an Industry-Vetted Curriculum
Phase 1
Introduction to curriculum & program structure
A walk-through of LMS
A walk-through of a GenAI product and the engineering behind
Python Basics
if
if-else
if elif else
For
while
Lists
Tuples
Sets
Dictionaries
Functions
Lambda Functions
Higher Order Functions
Recursion
Regular Expression
Date-time
Decorators
OOPs- class
Object
Principles of OOPS
Exception Handling
File Handling
Introduction to Statistics
Descriptive Statistics (Mean, Median, Mode, Variance)
Data Summarization and Visualization
Probability Basics and Conditional Probability
Probability Distributions (Binomial, Poisson, Normal)
Hypothesis Testing (t-test, Z-test, Chi square)
Correlation and Regression Analysis
Recap and Q&A
Introduction to EDA
Loading and Cleaning Data with Pandas
Handling Missing Data
Data Summarization (Descriptive Statistics)
Univariate Analysis (Histograms, Box Plots)
Bivariate Analysis (Scatter Plots, Pair Plots)
Correlation Heatmaps
Data Distribution Visualization (KDE, Distplots)
Customizing Visualizations with Seaborn and Matplotlib
Interactive Visualizations with Plotly
Introduction to Supervised Learning
Regression:
Linear Regression
Classification:
Logistic Regression
Decision Trees
Random Forests
Support Vector Machines (SVM)
Cross-Validation Techniques
Hyperparameter Tuning for ML Models
Neural Network
Introduction to Unsupervised Learning
K-Means Clustering
Hierarchical Clustering
Principal Component Analysis (PCA)
Perceptron in-depth intuition and implementation
Multi-layer perceptron(ANN-Artificial Neural Network)
CNN and its working principle
Recurrent Neural Network (RNN) and its types
Introduction to NTLK, spacy libraries
Tokenization
Word embeddings
Small project to create word embeddings
Put your skills to test in this Mini Capstone Project
Phase 2
LLAMA3 Instruct 8B / 70B
LLAMA3 Chat - LLAMA3 code
E5 embedding
MIXTRAL 8X7B
Small Language Models (SLMs) (PHI3, bitNet B1.58)
Planning & Reasoning
Transformer Architecture
Types of Attention
Types of positional embedding
Long context
Enhancing LLM throughput on GPUs
KV (Key Value) Cache
Flash attention
VLLM (Virtual Large Language Model)
TRT LLM (TensorRT Large Language Model)
Input / Op token length
Tokenization strategies
Long rope
Para Efficient Fine tun Low Rank Adaptation (LORA), P tuning, finetuning of embedding models)
Alignment:
- RLHF
- DPO
- RPO
RAGs:
- Advanced ingestion
- Chunking
- Embedding
- Search
- Ranking
- Generation
- Evaluation
RAG frameworks
- LLANGCHAIN basics
- LLAMAINDEX
- LLANGRAPH
Agentic workflows and function calling
LLANGCHAIN advanced
AUTOGEN
Generative AI for Images and videos
CLIP (Contrastive Language-Image Pre-training)
UNETS (U-shaped encoder-decoder network architecture)
Diffusion models
Containerised deployment and Kubernetes - LLM deployment
Download Curriculum
Tools & Technologies Covered














Meet your mentors!

Dr. Gaurav Trivedi
Principal Investigator, E&ICT Academy, IIT Guwahati

Dr. Gaurav Trivedi
Principal Investigator, E&ICT Academy, IIT Guwahati
Gaurav Trivedi is an Associate Professor at the Indian Institute of Technology, Guwahati, with over 12 years of experience under his belt. He has been a Principal Investigator at the E&ICT Academy, IIT Guwahati since 2015. His expertise spans Embedded Systems and IoT, High-Performance Computing, Large Scale Optimization, and Machine Learning.
Previous Companies

Dr. B S A S Rajita
Lead Faculty at OdinSchool

Dr. B S A S Rajita
Lead Faculty at OdinSchool
A result-oriented Data Scientist with a Ph.D. in Computer Science and Information Systems from BITS Pilani Hyderabad Campus. Her Expertise spans machine learning, data mining, and information retrieval to solve complex business problems. Rajita has published
15+ peer-reviewed research articles in top international journals.
Previous Companies

Dr. Sandeep Singh
Lead Faculty at OdinSchool

Dr. Sandeep Singh
Lead Faculty at OdinSchool
Dr. Sandeep Singh is a Ph.D from Florida International University. His domain specialisation is in Public Health. Sandeep is passionate about teaching and has expertise in statistics, data analysis and python programming. He is committed to fostering a collaborative and engaging learning environment for his students.
Previous Companies

Dr. Deepthi Chimala
Head, Carbon and Biodiversity at Arkadiah Technology

Dr. Deepthi Chimala
Head, Carbon and Biodiversity at Arkadiah Technology
Dr. Deepthi Chimala is a statistician and a Ph.D. holder from National University of Singapore. She teaches data analytics, python programming and statistics. Her dedication to sustainability and data-driven solutions makes her an inspiring leader in her field. Dr. Deepthi is passionate about mentoring students and professionals, helping them achieve their full potential
Previous Companies
Sangamesh KS
Founder of KS Analytical Consulting
Sangamesh KS
Founder of KS Analytical Consulting
Sangamesh KS is the owner of an analytical firm located in India. With over eight years of experience in market research, business development, and data science, he has played a crucial role in the success of numerous startups in the country. He provides various services, including Microsoft Fabric Solution, Power BI, and other BI solutions.
Previous Companies
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Naval Yemul
DataBricks Instructor at DataBricks
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Naval Yemul
DataBricks Instructor at DataBricks
A Microsoft Certified Power BI trainer with a wealth of experience in data analytics and engineering, Naval is proficient in Databricks, Microsoft Fabric, Azure, PySpark, Python, SQL, and Snowflake. His expertise lies in delivering corporate training programs on Databricks, Power BI, Microsoft Fabric, and ADF. He is dedicated to empowering learners with practical skills.
Previous Companies
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Dadavalli Shaik
Senior Data Engineer at LTI Mindtree
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Dadavalli Shaik
Senior Data Engineer at LTI Mindtree
Dadavalli is a Data Engineer Specialist. who is currently serving at LTIMindtree. He has played key roles at Vertafore and Paradigm IT previously. Dadavalli is also committed to leveraging his skills to deliver impactful and innovative solutions. His expertise spans across numerous technologies, making him one of our star instructors.
Previous Companies

Amit Goyal
Senior Data Science Consultant

Amit Goyal
Senior Data Science Consultant
Amit is a consultant and trainer in Data science with more than 12 years of experience in Python, Tableau, Power BI, and SQL in Manufacturing, IT, retail, and supply chain domains. He has delivered BI solutions for Fortune 500 like Sainsbury, ABB, and Volkswagen. Amit translates complex data into insights, and is dedicated to empowering professionals.
Previous Companies
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Abidunnisa Begum
Lead Faculty at OdinSchool
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Abidunnisa Begum
Lead Faculty at OdinSchool
Former Product strategist at Qunatumics.AI, Abidunnisa has played a key role in building AI products. She is proficient in SQL, Power BI, Python, Machine Learning and AI. A passionate instructor and a Data Science enthusiast, Abidunnisa's expertise lies in translating complex data into actionable insights to drive innovation and business growth.
Previous Companies
Hands-on Projects for
Practice-Based Learning

Quill Blog Genie: AI-Powered Content Creation Assistant
Design a GenAI tool to assist content creators, bloggers, and social media managers in crafting content.

Script-Master: Automated Script writer for Video Content
Build a tool to assist video creators for producing high-quality scripts tailored to their specific needs.

Study-Buddy: AI-Driven Personalized Learning Assistant
Revolutionize the way students learn by building highly personalized educational content.

Harmony-Hub: Generative AI for Real-Time Music Composition
Develop an advanced Generative AI system to play music in real-time, tailored to user inputs.

Pixel-Tales: AI-Generated Visual Storytelling Tool
Build an AI-powered tool to transform the way stories are told by combining narrative and visual elements.
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Chat with Website
Create an interactive application that allows users to query a specific website and receive responses.

Q & A with a Code Base
Provide an intuitive interface for exploring a code repository through conversational interactions.

Medical Chatbot
Develop an intelligent conversational interface for accessing medical information from a medical book.
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Text to SQL Query and Output Generator
Allow users to input questions in plain English and receive corresponding SQL queries and results.
Showcase your expertise with E&ICT Academy's Generative AI Certification
Earn an invaluable credential to add to your portfolio.
Showcase your Generative AI expertise.

Frequently Asked Questions
Our counsellors will get in touch with you to review your eligibility. Upon careful evaluation of your profile, your eligibility will be determined and you will be onboarded.
Yes, upon successfully completing this Applied Generative AI course, you will be awarded an advanced certificate in applied generative AI from E&ICT Academy, IIT Guwahati.
An initiative exclusively for successful learners, this is a great opportunity to meet the faculty and peers to expand one's professional network. The timelines for Campus Immersion Program would be set by IIT Guwahati and will be communicated by OdinSchool to the learners.
Please note that the immersion program is optional, and participants will be responsible for their own travel and accommodation expenses.
Applicants who have a Bachelor's degree with an aggregate of at least 50% marks are welcome to join this course. A background in Mathematics or Computer Science, and knowledge of Descriptive Statistics, Linear Algebra, SQL, and Python, are preferable.
No, there is no job guarantee.
OdinSchool is proud to offer top-notch live classes, mentorship, projects, and extensive career services. We also provide dedicated placement assistance through our network of 500+ hiring partners. We're fully committed to your success. However, it's important to understand that our Course does not offer a job guarantee and that your own effort and dedication are essential to achieving success. We encourage you to work hard and take full advantage of the job options we provide, knowing that we'll be there to support you every step of the way.