Certification Program in Applied Generative AI

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 Certification Program in Applied Generative AI.

Get certified by the prestigious E&ICT Academy, IIT Guwahati

Attend live interactive sessions led by experts

Engage in hands-on project-based learning with 20+ projects

A visit to the prestigious IIT Guhawati Campus to expand your professional network (exclusively for successful learners)

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

Analytic Edge

MMM Consultant

2-5 years

Advanced Statistics

Reporting skills

Python & SQL

Offered Salary upto INR 13 LPA

ACZ Global

Generative AI Consultant

0-2 years

Python & SQL

Advanced NLP

Agentic AI Solutions

Prompt Engineering

Offered Salary upto INR 19 LPA

1DigitalStack.ai

Senior Business Analyst (Gen AI)

3-5 years

Python

ML frameworks

SQL

Offered Salary upto INR 10 LPA

Uplers

AI Engineer

2-5 years

Python

Deep Learning

NLP

Offered Salary upto INR 25 LPA

IndiaLends

Data Scientist

3-5 years

Python

Big Data Technologies

Cloud Technolgies

Offered Salary upto INR 30 LPA

Iqvia

Intern

0 - 2 years

SQL

Python

OOP & DS

Offered Salary upto INR 7 LPA

Python, Numpy, Pandas

Lists, Tuples, Sets

Dictionaries, Functions

Lambda Functions

Higher Order Functions

Exploratory Data Analysis (EDA)

Introduction to EDA and Data Cleaning

Data Summarization and Univariate Analysis

Bivariate Analysis and Correlation Heatmaps

Customizing and Interactive Visualizations

Neural Networks and Deep Learning

CNN and its working principal

RNN and its types

Transformers

Models

LLMs and Model Quantization

Foundational Language Models

LLAMA3 Instruct 8B / 70B

LLAMA3 Chat, LLAMA3 code

E5 embedding, MIXTRAL 8X7B

Supervised and Unsupervised Learning

Introduction to Supervised Learning

Linear Regression and Logistic Regression

Decision Trees and Random Forests

Unsupervised Learning and Clustering Methods-With a comparison to SVM

Fine Tuning of LLMs

Para Efficient Fine-tuning

LORA (Low-Rank Adaptation)

QLoRA (Quantized Low-Rank Adaptation)

Comparison and Applications of LORA and QLoRA

RAGs

Chunking, Embedding, Search

Ranking, Generation, Evaluation

RAG frameworks, LLANGCHAIN basics

LLAMAINDEX, LLANGRAPH

NLP & Text Processing

Tokenization and Sentence Splitting

Stopword Removal, Stemming, and Lemmatization

Part-of-Speech (POS) Tagging and Named Entity Recognition (NER)

Introduction to NLTK and SpaCy

Agents

Agentic workflows and function calling

LLANGCHAIN advanced, AUTOGEN

Containerised deployment and Kubernetes - LLM

Deployment

Mini capstone projects like

ReviewRadar: Sentiment Analysis for E-Commerce Reviews

CrisisFilter: Real-Time Disaster Tweet Classifier

MediBot: Symptom-to-Disease Text Classifier

Capstone Projects like

ContentCrafter AI: GenAI Assistant for Content Creation

Study-Buddy: AI-Powered Personalized Learning Companion

GlobeMate: AI-Powered Travel Itinerary Generator

Final Assessment

Lists
Tuples
Sets
Dictionaries
Functions
Lambda Functions
Higher Order Functions

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)
Unsupervised Learning
Clustering

CNN and its working principal
RNN and its types
Tokenization
Word embeddings
Introduction to nltk
Spacy libraries

Apply your skills to solve a real-world problem with a focused, hands-on project.

Foundational Language Models:
- LLAMA3 Instruct 8B / 70B
- LLAMA3 Chat
- LLAMA3 code
- E5 embedding
- MIXTRAL 8X7B
Para Efficient Fine-tuning:
- LORA
- P Tuning
Fine-tuning of Embedding Models

RAGs:
- Chunking
- Embedding
- Search
- Ranking
- Generation
- Evaluation
RAG frameworks:
- LLANGCHAIN basics
- LLAMAINDEX
- LLANGRAPH

Agentic workflows and function calling
- LLANGCHAIN advanced
- AUTOGEN
Containerised deployment and Kubernetes
- LLM deployment

Showcase your expertise by tackling a comprehensive, industry-relevant problem from start to finish.

Its time to accelerate your career growth!

Join E&ICT Academy - IIT Guwahati's Certification Program in Applied Generative AI and open numerous doors of lucrative opportunities for yourself!

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.

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.

Text to SQL Query and Output Generator

Allow users to input questions in plain English and receive corresponding SQL queries and results.

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.

Dr. Gaurav Trivedi

Professor

Dr. Debanga Raj Neog

Assistant Professor

Dr. B S A S Rajita

Lead Faculty

Sandeep Singh

Lead Faculty

Dr. Deepthi Chimala

Head, Carbon and Biodiversity

Sangamesh KS

Founder

Naval Yemul

Databricks Instructor

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 Certification Program in Applied Generative AI, you will be awarded a certificate from the prestigious E&ICT Academy, IIT Guwahati.

Exclusively for successful learners, the IIT Guwahati campus visit offers an excellent opportunity to meet faculty, connect with peers, and expand your professional network. The visit’s schedule will be determined by IIT Guwahati.

Please note that participation is optional, and learners 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 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.

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

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Certification Program in Applied Generative AI

Upgrade yourskill set & unlock new opportunities!

Why learn Generative AI now?

Program Highlights

AI Engineer and More Jobs!

Analytic Edge

MMM Consultant

ACZ Global

Generative AI Consultant

1DigitalStack.ai

Senior Business Analyst (Gen AI)

Uplers

AI Engineer

IndiaLends

Data Scientist

Iqvia

Intern

A curriculum designed for outcomes

Python, Numpy, Pandas

Exploratory Data Analysis (EDA)

Neural Networks and Deep Learning

LLMs and Model Quantization

Supervised and Unsupervised Learning

Fine Tuning of LLMs

RAGs

NLP & Text Processing

Agents

Mini capstone projects like

Capstone Projects like

Final Assessment

A curriculum designed for outcomes

Phase 1: The Fundamentals

PYTHON

EXPLORATORY DATA ANALYSIS (EDA)

ML MODELS

DEEP LEARNING AND NATURAL LANGUAGE PROCESSING

MINI CAPSTONE PROJECT

Phase 2: Advanced Generative AI

FOUNDATIONAL LANGUAGE MODELS, FINETUNING

RETRIEVAL AUGMENTED GENERATION (RAGs)

AGENTS, VISION, AND DEPLOYMENT

CAPSTONE PROJECT

FINAL ASSESSMENT

Top job roles you can land post program completion:

Real-world projects to reinforce your learning

Quill Blog Genie: AI-Powered Content Creation Assistant

Script-Master: Automated Script writer for Video Content

Study-Buddy: AI-Driven Personalized Learning Assistant

Harmony-Hub: Generative AI for Real-Time Music Composition

Pixel-Tales: AI-Generated Visual Storytelling Tool

Chat with Website

Q & A with a Code Base

Medical Chatbot

Text to SQL Query and Output Generator

Who can apply?

Career Services in a nutshell

Workplace Behavioral Skills Workshops

Professional ProfileBuilding

InterviewPreparation

Holistic PlacementSupport

Certification Program in
Applied Generative AI

Upgrade your
skill set & unlock new opportunities!

Real-world projects
to reinforce your learning

Professional Profile
Building

Interview
Preparation

Holistic Placement
Support