When will I receive my Course Certificate?

If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

Why can’t I audit this course?

This course is currently available only to learners who have paid or received financial aid, when available.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Generative AI for Developers: Unit 2

Generative AI for Developers: Unit 2

This course is part of Generative AI for Developers: All you need to know! Specialization

Instructor: Pearson

Included with

Learn more

1 module

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

6 hours to complete

Flexible schedule

Learn at your own pace

1 module

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

6 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Integrate leading generative AI tools (ChatGPT, GitHub Copilot) into Python development workflows.
Automate scripting, data analysis, and visualization tasks using AI-powered techniques.
Build and enhance Python web applications with AI-assisted development practices.
Streamline test-driven development and documentation through AI-driven solutions.

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

5 assignments

Taught in English

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

Learn more about Coursera for Business

logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Build your subject-matter expertise

This course is part of the Generative AI for Developers: All you need to know! Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

Learn new concepts from industry experts
Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate

There is 1 module in this course

This course teaches you how to use generative AI tools such as ChatGPT and GitHub Copilot in your Python projects. You will learn practical methods for automating scripting tasks, improving data analysis with Jupyter and Pandas, and building web applications. The course covers using AI for writing, testing, and documenting code, as well as creating effective prompts. Each module focuses on skills you can apply directly to your work. By the end of the course, you will understand how to integrate generative AI tools into your Python workflow to improve efficiency and solve problems.

This module is designed to empower Python programmers with the latest generative AI tools, such as ChatGPT and GitHub Copilot. Through hands-on lessons, you’ll learn to boost coding efficiency and creativity, from automating scripts and engineering prompts to AI-assisted data analysis, web development, and test-driven practices. By integrating generative AI into real-world Python workflows—including Jupyter, Pandas, and REST APIs—you’ll enhance your productivity and code quality, gaining practical skills to transform your development process.

What's included

32 videos5 assignments

32 videos Total 218 minutes

Introduction 2 minutes
Learning objectives 1 minute
Set up and work with ChatGPT 6 minutes
Write basic Python code using ChatGPT 8 minutes
Get started with Github Copilot 6 minutes
Learn the basics of navigating Github Copilot 13 minutes
Learning objectives 1 minute
Write basic automation scripts with ChatGPT 14 minutes
Write basic automation scripts with Github Copilot 10 minutes
Learn prompt-engineering best practices for writing scripts 6 minutes
Exercise: Write a web-scraping script 15 minutes
Exercise: Load and modify a CSV file 9 minutes
Learning objectives 1 minute
Learn the basics of using Generative AI alongside Jupyter 5 minutes
Use AI to assist with data visualization 7 minutes
Use AI to assist with data analysis 4 minutes
Learn prompt-engineering best practices for data science 6 minutes
Exercise: Display data on a graph 8 minutes
Exercise: Clean some data 4 minutes
Learning objectives 1 minute
Build simple Python servers with Generative AI 11 minutes
Use Generative AI to create templates 11 minutes
Learn prompt-engineering best practices for web development 6 minutes
Exercise: Create a REST API 16 minutes
Exercise: Create a server for blog articles 9 minutes
Learning objectives 1 minute
Write basic tests using Generative AI 12 minutes
Learn prompt-engineering best practices for Test-Driven Development 4 minutes
Use Generative AI to help with writing documentation 6 minutes
Exercise: Unit test basic functions 7 minutes
Exercise: Integration test API calls 5 minutes
Course Summary 3 minutes

5 assignments Total 150 minutes

Generative AI Options for Python Development Quiz 30 minutes
Writing Basic Scripts with GenAI Quiz 30 minutes
Using GenAI with Jupyter, Pandas, and More Quiz 30 minutes
Improving Python Web-Development with GenAI Quiz 30 minutes
Using GenAI for Test-Driven Development and Documentation Quiz 30 minutes

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Pearson

268 Courses 47,130 learners

Offered by

Pearson

Explore more from Machine Learning

Pearson
Generative AI for Developers: Unit 3
Course
Pearson
Generative AI for Developers: Unit 1
Course
Indian Institute of Technology Guwahati
Programming with Generative AI
Course
Pearson
Generative AI for Developers: All you need to know!
Specialization

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."

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Learn more

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Explore degrees

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Learn more

Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.