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6 Months
26 Oct 2024
Why learn Generative AI now?
Because Generative AI is the Future.
One of the most cutting-edge innovations of recent times, Generative AI is projected to become a $1.3 trillion market in the next 8 years, with a compound annual growth rate of almost 27%.
Professionals skilled in Generative AI will have a lot of career growth opportunities in various industry domains. A recent global survey revealed that 57% of IT companies have identified their Generative AI use cases, out of which 41% are actively upskilling their employees to meet their demands!
Become a sought after Generative AI engineer and let your career take a massive leap with E&ICT Academy's Applied Generative AI Course with Advanced Generative AI Certification.
Program Highlights
Position yourself at the forefront of technological innovation with this 6-month Generative AI Course with Advanced Certification. Attend live online sessions and a 2-day campus immersion program at IIT Guwahati.
Get advanced certificate from the prestigious E&ICT Academy, IIT Guwahati
Attend 150+ hours of interactive sessions by experts
Engage in hands-on project-based learning with 25+ projects
Attend a 2-day immersion and networking opportunity at IIT Guwahati campus
Get Alumni Status from E&ICT Academy, IIT Guwahati
Get access to Career Services to assist you in making career transitions
Participate in hackathons, case study discussions, Q & A sessions with experts
Learn technologies and tools to build and deploy GenAI models
A curriculum designed for outcomes
Elevate your skills by learning a cutting-edge Generative AI curriculum designed in consultation with IIT Guwahati's E&ICT Academy. Deep dive into the concepts of LLMs and RAGs to develop and deploy RAGs and Agentic systems.
Phase 1: The Fundamentals (13 Weeks)
Introduction to curriculum & program structure
A walk-through of LMS & Odin Labs
A walk-through of a GenAI product and the engineering behind
Lambda Functions
Higher Order Functions
Numpy
Pandas
Date-time
Regular Expression
OOPs- class, Object, Principles of OOPS
Decorators, Exception Handling, File Handling, Generators
Data pre-processing and exploration
Handling missing values
Handling outliers
Dealing with categorical variables
Introduction to Machine Learning and SKlearn
Handle Date columns and column with multiple values
Feature Scaling
Covariance & Corelation
EDA with Student data
Multi-layer perceptron(ANN-Artificial Neural Network)
Recurrent Neural Network (RNN) and its types
Introduction to NTLK, spacy libraries
Tokenization
Word embeddings
Small project to create word embeddings
Foundational Language Models
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)
Phase 2: Advanced Generative AI (13 Weeks)
Alignment
RLHF (Reinforcement Learning from Human Feedback)
DPO (Direct Preference Optimization)
RPO (Reasoning Preference Optimization)
RAGs (Retrieval Augmented Generation)
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
Join E&ICT Academy - IIT Guwahati's Applied Generative AI Certification Course and open numerous doors of lucrative opportunities for yourself!
Top job roles you can land post course completion:
AI Developer
Data Scientist
ML Engineer
AI Engineer
GenAI Developer
Software Developer - GenAI
Applied AI Researcher
Real-world projects
to reinforce your learning
-
Quill Blog Genie: AI-Powered Content Creation Assistant
- Design a generative AI tool to assist content creators, bloggers, and social media managers in crafting high-quality 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 such as mood, genre, or specific instructions.
-
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.
-
Chat with Website
- Create an interactive application that allows users to query a specific website and receive contextually relevant responses.
-
Text to SQL Query and Output Generator
- Simplify database querying by allowing users to input questions in plain English and receive corresponding SQL queries and results.
-
Medical Chatbot
- Develop an intelligent conversational interface for accessing medical information from a comprehensive medical book.
-
Q & A with a Code Base
- Provide an intuitive interface for exploring and understanding a code repository through conversational interactions.
Who can apply?
Join this Applied Generative AI Course if you fulfill the following pre-requisites:
A Bachelor's degree
A background in Mathematics or Computer Science (preferable)
Career Services in a nutshell
Get comprehensive job readiness training till 18 months after the 6 month course to be fully prepared for every aspect of your career ahead.
Workplace Behavioral Skills Workshops
Get ready to become a great cultural fit at your workplace. Learn workplace skills from experts.
Professional Profile
Building
Optimize your resume and LinkedIn profiles to maximize your chances of landing amazing opportunities.
Interview
Preparation
Get a grip on those pre-interview nerves. Test and practice your skills with mock interview sessions.
Holistic Placement
Support
Get exclusive access to OdinSchool’s placement portal and placement support.
Industry Interaction and Discussions
Engage in multiple interactions and case study discussions with industry professionals.
How do I enroll in this program?
Step 1
Apply
Step 2
Talk to A Counsellor
Step 3
Review Your Eligibility
Step 4
Get Started
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 Cheemalakonda
Head, Carbon and Biodiversity at Arkadiah Technology
Dr. Deepthi Cheemalakonda
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
Naval Yemul
DataBricks Instructor at DataBricks
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
Dadavalli Shaik
Senior Data Engineer at LTI Mindtree
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
Abidunnisa Begum
Lead Faculty at OdinSchool
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
Get started now!
Fee Structure
Live Online Learning + Certificate
Live Online Classes
Labs for Hands-on Learning
Projects
2-Day Campus Immersion
Career Services
Scholarships & EMI Options Available!
At OdinSchool, we believe that quality education should be accessible to everyone. We offer flexible EMI options and scholarships to support this vision. No cost EMIs available!
Our Financing Partners:
Fee Structure
Live Online Learning + Certificate
Live Online Classes
Labs for Hands-on Learning
Projects
2-Day Campus Immersion
Career Services
Flexible EMI Options Available!
At OdinSchool, we believe that quality education should be accessible to everyone. We offer flexible EMI options to support this vision.
Our Financing Partners:
Generative AI Course FAQs
This advanced certificate program in applied generative AI is 6 months long and encompasses 200+ hours of interactive learning.
The admission process is simple; 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.
After successfully completing the program, learners will be eligible to attend a 2-day Campus Immersion Program at IIT Guwahati. All the students and faculty of the cohort will be invited here and this would be a great opportunity to meet the faculty and peers and expand your professional network. The timelines for Campus Immersion Program would be set by IIT Guwahati and will be communicated by OdinSchool to the learners.
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 this 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.