Programming with Generative AI

Instructor: Debanga Raj Neog

What you'll learn

Utilise code companion tools for enhanced software development
Master GitHub Copilot with hands-on learning
Seamlessly integrate generative AI into your workflow for a more efficient and creative coding experience

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

4 assignments

Taught in English

See how employees at top companies are mastering in-demand skills

Learn more about Coursera for Business

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

There are 3 modules in this course

Our "Programming with Generative AI" course takes you on a practical journey, exploring how generative AI tools can transform your coding workflow. Whether you're a software developer, tech lead, or AI enthusiast, this hands-on program is designed for you.

Learn by doing: - Dive deep into GitHub Copilot, the innovative tool co-developed by OpenAI and GitHub. - Master this powerful technology through hands-on examples. - Seamlessly integrate generative AI into your workflow for a more efficient and creative coding experience. Stay ahead of the curve: - Gain a deep understanding of Generative AI's potential in software development. - Unlock new possibilities and revolutionise the way you code. - Become a leader in the future of software development innovation. Here's what you need to get started: - Visual Studio Code: You'll need to install this free code editor. We provide instructions! - Python: You'll need Python installed on your computer. Don't worry, we have instructions for that too! - GitHub Copilot subscription: This is a paid service, but it's key for using Copilot in this course. Join us and unleash the power of generative AI!

In this module, you will appreciate the importance of Generative AI for programming, and get introduced to the code companion tools in software development.

What's included

8 videos3 readings2 assignments1 discussion prompt

8 videosTotal 20 minutes

Course Overview2 minutesPreview module
Why Generative AI for Software Development?2 minutes
Introduction to Code Companion Tools2 minutes
Why GitHub Copilot?2 minutes
Copilot Overview4 minutes
Copilot and Code Editors2 minutes
Subscribing to GitHub Copilot2 minutes
Copilot Extension in Visual Studio Code1 minute

3 readingsTotal 75 minutes

Meet Your Instructor5 minutes
Course Description10 minutes
Installation: Python and Visual Studio Code60 minutes

2 assignmentsTotal 75 minutes

Practice Quiz: Generative AI Tools for Programming30 minutes
Graded Quiz: Generative AI Tools for Programming45 minutes

1 discussion promptTotal 10 minutes

Introduce Yourself, Coders!10 minutes

This module will equip you with the practical aspects of GitHub Copilot through a hands-on coding project. In this project, you can implement the entire code without writing a single line yourself, but solely through interactions with an AI Copilot chatbot.

What's included

5 videos1 assignment1 ungraded lab

5 videosTotal 47 minutes

Deploying a Machine Learning Project using Gen AI Tools3 minutesPreview module
Project Step 1: Importing Data using Copilot14 minutes
Project Step 2: Data Exploration using Copilot9 minutes
Project Step 3: Using Copilot for Model Training and Testing11 minutes
Coding with Inline Copilot Chat 9 minutes

1 assignmentTotal 45 minutes

Graded Quiz: Machine Learning with GitHub Copilot45 minutes

1 ungraded labTotal 60 minutes

Practice Lab: Palindrome Detection60 minutes

In this module, you will solve additional problems using GitHub Copilot and learn to utilise its various feature. We will also conclude the course and discuss the next steps.

What's included

8 videos1 assignment1 ungraded lab

8 videosTotal 49 minutes

The Problem - Constructing Height Balanced Binary Search Tree4 minutesPreview module
Solving Constructing Height Balanced Binary Search Tree using Copilot12 minutes
The Problem : Two Sum Problem in Data Structures and Algorithms4 minutes
Solving the Two Sum Problem using Copilot9 minutes
The Problem: Blurring an Image5 minutes
Blurring an Image using Copilot8 minutes
Limitations and Challenges of Gen AI Tools3 minutes
Wrap Up and Next Steps2 minutes

1 assignmentTotal 45 minutes

Graded Quiz: Solving Miscellaneous Problems45 minutes

1 ungraded labTotal 60 minutes

Practice Lab: Image Edge Detection60 minutes

Instructor

Instructor ratings

4.2 (11 ratings)

Debanga Raj Neog

Indian Institute of Technology Guwahati

5 Courses7,376 learners

Offered by

Indian Institute of Technology Guwahati

Why people choose Coursera for their career

Felipe M.

Learner since 2018

"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.

Learner since 2020

"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.

Learner since 2021

"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

4.7

70 reviews

5 stars
84.50%
4 stars
9.85%
3 stars
1.40%
2 stars
0%
1 star
4.22%

Showing 3 of 70

Reviewed on May 29, 2024

this course is a must-take for anyone interested in this cutting-edge area of artificial intelligence.

Reviewed on Oct 11, 2024

Really an amazing experience learning with Debenga Raj. Explained really well with his skills and expertise. Thanks a lot coursera

Reviewed on May 31, 2024

The simplicity in the way everything was taught amazed me. Also the course included some practical questions which were of immense help. Looking forward to more such courses.

View more reviews