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Applied Generative AI Course

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Advanced Certification from E&ICT, IIT Guwahati
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Live Online Classes
✅
2-Day Campus Immersion Program at IIT Guwahati
✅
Alumni status at E&ICT Academy, IIT Guwahati

Limited Seats

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Course Duration

6 Months

Upcoming Cohort

27 Jul 2024

Admission Deadline

22 Jul 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 IIT Guwahati’s Generative AI Course with Advanced Generative AI Certification.  

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Program Highlights

Position yourself at the forefront of technological innovation with our 6-month Generative AI Course with Advanced Certification. Attend live online sessions and a 2-day campus immersion program at IIT Guwahati.

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Get advanced certificate from the prestigious E&ICT Academy, IIT Guwahati

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Attend 200+ hours of interactive sessions by experts and IIT faculty

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Engage in hands-on project-based learning with 25+ projects

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Attend a 2-day immersion and networking opportunity at IIT Guwahati campus

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Get Alumni Status from E&ICT, IIT Guwahati

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Get access to Career Services to assist you in making career transitions

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Participate in hackathons, case study discussions, Q & A sessions with experts

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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. 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

Recursion
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

Perceptron in-depth intuition and implementation
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

Its time to accelerate your career growth!

Join 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:

Workshop

AI Developer

Workshop

Data Scientist

Workshop

ML Engineer

Workshop

AI Engineer

Workshop

GenAI Developer

Workshop

Software Developer - GenAI

Workshop

Applied AI Researcher

Real-world projects
to reinforce your learning

  • 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:

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A Bachelors degree
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A background in Mathematics or Computer Science (preferable)
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Career Services in a nutshell

Get comprehensive job readiness training to be fully prepared for every aspect of your career ahead.

Workplace Behavioral Skills Workshops

Workplace Behavioral Skills Workshops

Get ready to become a great cultural fit at your workplace. Learn workplace skills from experts.

Professional Profile<br>Building

Professional Profile
Building

Optimize your resume and LinkedIn profiles to maximize your chances of landing amazing opportunities.

Interview<br>Preparation

Interview
Preparation

Get a grip on those pre-interview nerves. Test and practice your skills with mock interview sessions.

Holistic Placement<br>Support

Holistic Placement
Support

Get exclusive access to OdinSchool’s placement portal and placement support.

Industry Interaction and Discussions

Industry Interaction and Discussions

Engage in multiple interactions and case study discussions with industry professionals.

How do I enroll in this program?

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Step 1

Apply

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Step 2

Talk to A Counsellor

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Step 3

Review Your Eligibility

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Step 4

Get Started

Boost your career with IIT Guwahati's Generative AI Certification

✅
Earn an invaluable credential to add to your portfolio.
✅
Showcase your Generative AI expertise.
IITG Certificate 1

Meet your mentors!

Dr. Gaurav Trivedi

Dr. Gaurav Trivedi

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

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. 

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Dr. Mohit Sewak

Dr. Mohit Sewak

GenAI Expert, Nvidia
Dr. Mohit Sewak

Dr. Mohit Sewak

GenAI Expert, Nvidia

Dr. Mohit Sewak is a visionary leader and an acclaimed inventor in the field of Artificial Intelligence with 17 years of experience under his belt. He holds over two dozen patents in AI and Machine Learning, marking significant breakthroughs in cognitive computing. He has also contributed to IBM’s India Software Labs (ISL), solidifying IBM’s position in cognitive commerce.

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Dr. B S A S Rajita

Dr. B S A S Rajita

Lead Faculty at OdinSchool
Dr. B S A S Rajita

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.

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Dr. Sandeep Singh

Dr. Sandeep Singh

Lead Faculty at OdinSchool
Dr. Sandeep Singh

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.

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Dr. Deepthi Cheemalakonda

Dr. Deepthi Cheemalakonda

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

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 

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Sangamesh KS

Sangamesh KS

Founder of KS Analytical Consulting
Sangamesh KS

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.

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Naval Yemul

Naval Yemul

DataBricks Instructor at DataBricks
Naval Yemul

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.

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Dadavalli Shaik

Dadavalli Shaik

Senior Data Engineer at LTI Mindtree
Dadavalli Shaik

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. 

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Amit Goyal

Amit Goyal

Senior Data Science Consultant
Amit Goyal

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.

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Abidunnisa Begum

Abidunnisa Begum

Lead Faculty at OdinSchool
Abidunnisa Begum

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. 

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Get started now!

Upcoming Cohort

Fee Structure

Live Online Learning + Certificate

Live Online Classes

Live Online Classes

Labs for Hands-on Learning

Live Classroom Classes

Projects

Live Classroom Classes

2-Day Campus Immersion

Live Classroom Classes

Career Services

In-person

Bootcamp Fee ₹1,20,000

₹1,20,000 + GST

Limited Seats! Book Yours Before They're Gone.

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:

FeeMonk-HighRes-Logo-100_X_40Liquiloans INDIVIDUAL 100 X40

Fee Structure

Live Online Learning + Certificate

Live Online Classes

Live Online Classes

Labs for Hands-on Learning

Live Classroom Classes

Projects

Live Classroom Classes

2-Day Campus Immersion

Live Classroom Classes

Career Services

In-person

Bootcamp Fee ₹1,20,000

₹1,20,000 + GST

Limited Seats! Book Yours Before They're Gone.

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:

FeeMonk-HighRes-Logo-100_X_40Liquiloans INDIVIDUAL 100 X40

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 Bachelors 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.

Yes. As per our refund policy, fee amounts once paid are non-refundable.