Master Generative AI
Master the fundamentals of Generative AI, including Prompt Engineering, ChatGPT, and LangChain, to effectively solve business challenges
AI-powered support to help you learn
- AI Mentor
- Resolve doubts using AI Mentor
- 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.
- 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.
- 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.
Industry-focused curriculum
Introduction to Generative AI
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
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
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
34 mins
- Introducing ChatGPT - Hands on
- ChatGPT Demo
- ChatGPT in action
Prompt Engineering
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
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
10 Coding Exercises
- Coding Exercise on Python Programming - Beginner
Python for Prompt Engineering
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
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 2 : Resume Evaluation for Hiring Accountants
Guided Project 3 : Extracting Pros and Cons from Product Reviews
Gen AI Engineer - Mock Interview
Course instructors
![instructor img](https://dtmvamahs40ux.cloudfront.net/public/faculties/faculties-71-Abhinanda Sarkar.jpeg)
Dr. Abhinanda Sarkar
Academic Director - Data Science & Machine Learning
![instructor img](https://dtmvamahs40ux.cloudfront.net/public/faculties/faculties-71-Abhinanda Sarkar.jpeg)
Dr. Abhinanda Sarkar
Academic Director - Data Science & Machine Learning
![instructor img](https://dtmvamahs40ux.cloudfront.net/gl-academy/faculty/faculty-150-Circle_Image_Pavankumar.png)
Dr. Pavankumar Gurazada
Faculty for Business and AI Programs, Great Learning
![instructor img](https://dtmvamahs40ux.cloudfront.net/gl-academy/faculty/faculty-150-Circle_Image_Pavankumar.png)
Dr. Pavankumar Gurazada
Faculty for Business and AI Programs, Great Learning
![instructor img](https://dtmvamahs40ux.cloudfront.net/public/faculties/faculties-265-31.png)
Dr. Bradford Tuckfield
Founder - Kmbara & Data Science Consultant
![instructor img](https://dtmvamahs40ux.cloudfront.net/public/faculties/faculties-265-31.png)
Dr. Bradford Tuckfield
Founder - Kmbara & Data Science Consultant
![instructor img](https://dtmvamahs40ux.cloudfront.net/public/faculties/faculties-317-vishnu.jpeg)
Vishnu Subramanian
Data Scientist & AI Engineer
![instructor img](https://dtmvamahs40ux.cloudfront.net/public/faculties/faculties-317-vishnu.jpeg)
Vishnu Subramanian
Data Scientist & AI Engineer
![instructor img](https://dtmvamahs40ux.cloudfront.net/public/faculties/faculties-318-matt.jpeg)
Matthew Graziano
Data Science Expert
![instructor img](https://dtmvamahs40ux.cloudfront.net/public/faculties/faculties-318-matt.jpeg)
Matthew Graziano
Data Science Expert
Earn a course completion certificate
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Gain industry-relevant skills through learning from top faculty, guidance from industry mentors, and hands-on projects.
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MIT Professional Education
12 Weeks • Online
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University of Texas - McCombs
7 Months • Online
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