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⇱ Programming with Generative AI | Coursera

Programming with Generative AI

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Programming with Generative AI

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Gain insight into a topic and learn the fundamentals.
4.6

90 reviews

Beginner level

Recommended experience

Flexible schedule
8 hours to complete
Learn at your own pace
Build toward a degree
Gain insight into a topic and learn the fundamentals.
4.6

90 reviews

Beginner level

Recommended experience

Flexible schedule
8 hours to complete
Learn at your own pace
Build toward a degree

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

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Assessments

4 assignments

Taught in English

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 videos2 readings2 assignments

8 videos•Total 21 minutes
  • Course Overview•2 minutes
  • Why Generative AI for Software Development?•2 minutes
  • Introduction to Code Companion Tools•2 minutes
  • Why GitHub Copilot?•2 minutes
  • Copilot Overview•5 minutes
  • Copilot and Code Editors•3 minutes
  • Subscribing to GitHub Copilot•2 minutes
  • Copilot Extension in Visual Studio Code•2 minutes
2 readings•Total 65 minutes
  • Meet Your Instructor and Course Overview•5 minutes
  • Installation: Python and Visual Studio Code•60 minutes
2 assignments•Total 75 minutes
  • Graded Quiz: Generative AI Tools for Programming•45 minutes
  • Practice Quiz: Generative AI Tools for Programming•30 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 videos•Total 47 minutes
  • Deploying a Machine Learning Project using Gen AI Tools•3 minutes
  • Project Step 1: Importing Data using Copilot•14 minutes
  • Project Step 2: Data Exploration using Copilot•9 minutes
  • Project Step 3: Using Copilot for Model Training and Testing•11 minutes
  • Coding with Inline Copilot Chat •9 minutes
1 assignment•Total 45 minutes
  • Graded Quiz: Machine Learning with GitHub Copilot•45 minutes
1 ungraded lab•Total 60 minutes
  • Practice Lab: Palindrome Detection•60 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 videos•Total 50 minutes
  • The Problem - Constructing Height Balanced Binary Search Tree•4 minutes
  • Solving Constructing Height Balanced Binary Search Tree using Copilot•12 minutes
  • The Problem : Two Sum Problem in Data Structures and Algorithms•4 minutes
  • Solving the Two Sum Problem using Copilot•9 minutes
  • The Problem: Blurring an Image•5 minutes
  • Blurring an Image using Copilot•9 minutes
  • Limitations and Challenges of Gen AI Tools•4 minutes
  • Wrap Up and Next Steps•2 minutes
1 assignment•Total 45 minutes
  • Graded Quiz: Solving Miscellaneous Problems•45 minutes
1 ungraded lab•Total 60 minutes
  • Practice Lab: Image Edge Detection•60 minutes

Build toward a degree

This course is part of the following degree program(s) offered by Indian Institute of Technology Guwahati. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.¹

Instructor

Instructor ratings
4.1 (17 ratings)
Indian Institute of Technology Guwahati
5 Courses•15,147 learners

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TT
·

Reviewed on Mar 14, 2025

Amazing course, waiting for more courses. Thank you sir.

SK
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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

PS
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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.

Frequently asked questions

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