PREMIUM

Master Generative AI

8.5 hrs 10 coding exercises 3 projects

Master the fundamentals of Generative AI, including Prompt Engineering, ChatGPT, and LangChain, to effectively solve business challenges

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  • AI Mentor answers questions, explains topics, and provides examples to help you understand concepts better.
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  • Mock Interviews
  • Get personalised feedback and prepare for roles in tech
  • Enhance your professional skills with AI-powered feedback and build confidence for job interviews.
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Guided Projects

Solve real-world projects with a step-by-step guide, starter code templates, and access to model solutions to boost your skills and build a standout resume.

  • GUIDED PROJECT 1
  • Design a Work From Home Policy Quiz for Employees
  • This Prompt Engineering project challenges you to design a five-question multiple-choice quiz to assess employees' understanding of the company’s work-from-home policy. You will learn how to craft clear, effective prompts that enhance comprehension and reinforce key guidelines, improving employee adherence to company policies.
Prompt Design
Critical Thinking
Context Handling
Policy Interpretation
Prompt Engineering
  • GUIDED PROJECT 2
  • Screen Accountant Resumes Based on Job Descriptions
  • This prompt engineering project puts you in the role of a recruiter evaluating a candidate’s resume for a store accountant position. You will learn to craft effective prompts that guide resume analysis, helping identify key skills, experiences, and achievements that align with job requirements to make informed hiring decisions.
Prompt Engineering
Resume Analysis
Prompt Design
Critical Thinking
  • GUIDED PROJECT 3
  • Extract Pros and Cons from Product Reviews
  • This prompt engineering project puts you in the role of a product manager analyzing customer reviews for a newly launched mobile phone. You will learn to craft effective prompts that extract key pros and cons from user feedback, helping refine the product experience and prioritize improvements based on real customer insights.
Prompt Engineering
Sentiment Analysis
Data Interpretation
Market Research
Decision-Making

Industry-focused curriculum

Introduction to Generative AI

7 videos

Learn foundations of Gen AI
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7 videos

1 hour and 18 mins

  • Introduction to Generative AI - Definitions
  • Introduction to Generative AI - Mind Map
  • Supervised and Unsupervised Learning
  • Discriminative AI vs. Generative AI
  • Brief History of Generative AI
  • A Peek into Generative AI Models
  • Business Problems Solved by Generative AI

How Generative AI Works?

5 videos

LLMs, Hallucinating models, prominent GenAI models.
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5 videos

42 mins

  • Large Language Models(LLMs)
  • How does Model understand Text
  • How does Model predict the Next Word
  • Why do Language Models hallucinate
  • Architecture of GPT-style models

Understanding ChatGPT

8 videos

Pre-trained models, Understanding ChatGPT and it's limitations.
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8 videos

50 mins

  • Introduction to Pre-Trained Models
  • Introduction to Transformers
  • ChatGPT and Generative AI - Overview
  • ChatGPT - Applications and Business
  • Breaking Down ChatGPT
  • The Golden Age of Generative AI - Popular Examples
  • ChatGPT - A High-Level Understanding and Prompt Engineering
  • Limitations and Beyond ChatGPT

Working with ChatGPT

3 videos

ChatGPT in action
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3 videos

34 mins

  • Introducing ChatGPT - Hands on
  • ChatGPT Demo
  • ChatGPT in action

Prompt Engineering

11 videos

Prompt engineering and it's applications
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11 videos

2 hours and 11 mins

  • Basics of Prompt Engineering
  • Components of a Good Prompt
  • Defining a Good Prompt
  • Defining a Good Prompt - Hands-on
  • Prompting Errors and Limitations
  • Advanced Prompt and its Hands-on
  • Applications of Prompt Engineering
  • Introduction to Prompt Engineering
  • Open AI Journey and GPT Training
  • LLM Training and Inference
  • The Significance of LLM Tokenization

Python for Prompt Engineering - Python Basics

8 videos

10 Coding Exercises

Variables & Data Structures, Control Statements, Modular Coding
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8 videos

1 hour and 18 mins

  • Introduction to Python and Google Colab
  • Variables and Type Conversion in Python
  • Lists and Tuples in Python
  • Dictionaries in Python
  • Conditional statements in Python
  • Looping statements in Python
  • Functions in Python
  • Args and Kwargs in Python
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10 Coding Exercises

  • Coding Exercise on Python Programming - Beginner

Python for Prompt Engineering

6 videos

Objective of learning Python, storing, editing and cleaning data.
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6 videos

1 hour 10 mins

  • Faculty introduction
  • Motivation for Python
  • Objectives - Python for Prompt Engineering
  • Storing and Editing Text
  • Reading Data from a File into Python
  • Text Data Cleaning

Introduction to LangChain

7 videos

Agents, LangChain, ReAct with hand on exercises.
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7 videos

1 hour and 10 mins

  • Introduction to Agents
  • Introduction to ReAct Approach
  • Introduction to LangChain
  • Hands-on - LangChain Agents Tools
  • Hands-on - Search Agent
  • Hands-on - Math Agent
  • Hands-on - SQL Agent

Guided Project 1 : Design a Work from Home Policy Quiz

Guided Project 1

Designing a Work From Home Policy Quiz for Employees : Functional requirements and step-by-step guide

Guided Project 2 : Resume Evaluation for Hiring Accountants

Guided Project 2

Screen Accountant Resumes Based on Job Descriptions : Functional requirements and step-by-step guide

Guided Project 3 : Extracting Pros and Cons from Product Reviews

Guided Project 3

Extract Pros and Cons from Product Reviews : Functional requirements and step-by-step guide

Gen AI Engineer - Mock Interview

1 Mock Interview

Personalised Mock Interview to help you land a Gen AI Engineer role

Course instructors

instructor img

Dr. Abhinanda Sarkar

Academic Director - Data Science & Machine Learning

Dr. Abhinanda Sarkar has B.Stat. and M.Stat. degrees from the Indian Statistical Institute (ISI) and a Ph.D. in Statistics from Stanford University. He was a lecturer at Massachusetts Institute of Technology (MIT) and a research staff member at IBM. Post this he spent a decade at General Electric (GE). He has provided committee service for the University Grants Commission (UGC) of the Government of India, for infoDev – a World Bank program, and for the National Association of Software and Services Companies (NASSCOM). He is a recipient of the ISI Alumni Association Medal, an IBM Invention Achievement Award, and the Radhakrishan Mentor Award from GE India. He is a seasoned academician and has taught at Stanford, ISI Delhi, the Indian Institute of Management (IIM-Bangalore), and the Indian Institute of Science. Currently, he is a Full-Time Faculty at Great Lakes. He is Associate Dean at the MYRA School of Business where he teaches courses such as business analytics, data mining, marketing research, and risk management. He is also co-founder of OmiX Labs – a startup company dedicated to low-cost medical diagnostics and nucleic acid testing.
instructor img

Dr. Abhinanda Sarkar

Academic Director - Data Science & Machine Learning

Dr. Abhinanda Sarkar has B.Stat. and M.Stat. degrees from the Indian Statistical Institute (ISI) and a Ph.D. in Statistics from Stanford University. He was a lecturer at Massachusetts Institute of Technology (MIT) and a research staff member at IBM. Post this he spent a decade at General Electric (GE). He has provided committee service for the University Grants Commission (UGC) of the Government of India, for infoDev – a World Bank program, and for the National Association of Software and Services Companies (NASSCOM). He is a recipient of the ISI Alumni Association Medal, an IBM Invention Achievement Award, and the Radhakrishan Mentor Award from GE India. He is a seasoned academician and has taught at Stanford, ISI Delhi, the Indian Institute of Management (IIM-Bangalore), and the Indian Institute of Science. Currently, he is a Full-Time Faculty at Great Lakes. He is Associate Dean at the MYRA School of Business where he teaches courses such as business analytics, data mining, marketing research, and risk management. He is also co-founder of OmiX Labs – a startup company dedicated to low-cost medical diagnostics and nucleic acid testing.
instructor img

Dr. Pavankumar Gurazada

Faculty for Business and AI Programs, Great Learning

Dr. Pavankumar Gurazada brings a unique blend of industry experience and academic expertise, specializing in marketing, digital marketing, and machine learning. He is also a Data Science advisor and board member of Constems AI, a deep tech startup focused on building computer vision systems for Industry 4.0. Dr. Gurazada completed his Ph.D. from IIM Lucknow, with a research focus on using machine learning techniques to understand consumer engagement on social media. His research has been presented at prominent international conferences such as the EMAC Conference 2018, the China Internet+ Innovation and Entrepreneurship Conference 2019, and the NASMEI and MRSI conferences. His book, Marketing Analytics, published by Oxford University Press in March 2021, is a testament to his expertise in the field. He holds an MBA from IIM Bangalore and an Integrated Master’s degree in Science from IIT Bombay. With a career that spans roles in retail and B2B sales management, Dr. Gurazada’s industry experience includes leadership positions at Alghanim Retail in Kuwait and Saint Gobain in UAE & Oman, where he significantly contributed to business growth and managed distribution networks.
instructor img

Dr. Pavankumar Gurazada

Faculty for Business and AI Programs, Great Learning

Dr. Pavankumar Gurazada brings a unique blend of industry experience and academic expertise, specializing in marketing, digital marketing, and machine learning. He is also a Data Science advisor and board member of Constems AI, a deep tech startup focused on building computer vision systems for Industry 4.0. Dr. Gurazada completed his Ph.D. from IIM Lucknow, with a research focus on using machine learning techniques to understand consumer engagement on social media. His research has been presented at prominent international conferences such as the EMAC Conference 2018, the China Internet+ Innovation and Entrepreneurship Conference 2019, and the NASMEI and MRSI conferences. His book, Marketing Analytics, published by Oxford University Press in March 2021, is a testament to his expertise in the field. He holds an MBA from IIM Bangalore and an Integrated Master’s degree in Science from IIT Bombay. With a career that spans roles in retail and B2B sales management, Dr. Gurazada’s industry experience includes leadership positions at Alghanim Retail in Kuwait and Saint Gobain in UAE & Oman, where he significantly contributed to business growth and managed distribution networks.
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Dr. Bradford Tuckfield

Founder - Kmbara & Data Science Consultant

Dr. Bradford Tuckfield is a Data Science Consultant at his company, Kmbara, where he provides automated, data-centric solutions in domains like Manufacturing, Pharmaceuticals, Marketing, and Technology. He is also an author, has written books on Data Science, Computer Science, and Algorithms, and works as an instructor at ViaX and Great Learning. Dr. Bradford completed his Doctor of Philosophy (Ph.D.) from the Wharton School in Operations and Information Management. He comes from a background in Mathematics and Economics and has wide expertise in Data Science, including Statistics, Programming, and Machine Learning.
instructor img

Dr. Bradford Tuckfield

Founder - Kmbara & Data Science Consultant

Dr. Bradford Tuckfield is a Data Science Consultant at his company, Kmbara, where he provides automated, data-centric solutions in domains like Manufacturing, Pharmaceuticals, Marketing, and Technology. He is also an author, has written books on Data Science, Computer Science, and Algorithms, and works as an instructor at ViaX and Great Learning. Dr. Bradford completed his Doctor of Philosophy (Ph.D.) from the Wharton School in Operations and Information Management. He comes from a background in Mathematics and Economics and has wide expertise in Data Science, including Statistics, Programming, and Machine Learning.
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Vishnu Subramanian

Data Scientist & AI Engineer

Vishnu Subramanian Iyer is an experienced Data Scientist and AI engineer currently working as an Associate Manager at Accenture. With expertise in Large Language Models, Deep Learning, and Generative AI, he has held roles in organizations like Great Learning and the Government of Delhi. Vishnu also holds advanced degrees in Data Science and International Business.
instructor img

Vishnu Subramanian

Data Scientist & AI Engineer

Vishnu Subramanian Iyer is an experienced Data Scientist and AI engineer currently working as an Associate Manager at Accenture. With expertise in Large Language Models, Deep Learning, and Generative AI, he has held roles in organizations like Great Learning and the Government of Delhi. Vishnu also holds advanced degrees in Data Science and International Business.
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Matthew Graziano

Data Science Expert

An accomplished Data Scientist with extensive experience in the insurance industry, specialising in Data Analytics and Data Strategy. Proficient in Python, R, and Statistical Analysis, with a strong background in Management. Holds a Bachelor of Arts in Political Science and a Bachelor of Science in Statistics from the University of Illinois.
instructor img

Matthew Graziano

Data Science Expert

An accomplished Data Scientist with extensive experience in the insurance industry, specialising in Data Analytics and Data Strategy. Proficient in Python, R, and Statistical Analysis, with a strong background in Management. Holds a Bachelor of Arts in Political Science and a Bachelor of Science in Statistics from the University of Illinois.

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Master Generative AI

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