Generative AI is transforming the field of Software Engineering, making it a crucial skills for Developers to have in their toolkit. This IBM course "Generative AI for Software Developers" is designed to provide you with a comprehensive understanding of how generative AI techniques can be applied to enhance software development processes.
Generative AI: Elevate your Software Development Career
Generative AI: Elevate your Software Development Career
This course is part of multiple programs.
Instructors: Rav Ahuja
Sponsored by InternMart, Inc
12,847 already enrolled
Gain insight into a topic and learn the fundamentals.
4.5
(110 reviews)
Intermediate level
Recommended experience
17 hours to complete
3 weeks at 5 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
Discuss how to generate code snippets, scripts, and programs using generative AI models
Apply techniques for application design and architecture, bug detection, code refactoring, and program optimization using generative AI
Develop innovative solutions using Gen AI-powered tools and models such as ChatGPT, GitHub CoPilot, Google Gemini, and IBM watsonx Code Assistant
Explain challenges and ethical considerations associated with using Generative AI for programming and options for mitigating them
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
7 assignments
Taught in English
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
This course is available as part of
When you enroll in this course, you'll also be asked to select a specific program.
- 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
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
In this module, you will learn how AI impacts software development. Lesson 1 helps you understand how to leverage AI for the software development lifecycle using various tools and algorithms and set up a development environment for AI and ChatGPT. You will also learn about LLMs, transformers, and NLP and use them to create a chatbot. In lesson 2, you will explore the best practices and design patterns using AI for technical help and software architecture. You will learn how AI helps with code generation, bug detection, and troubleshooting and list the useful AI prompts for software development. This lesson will also teach you to leverage AI to generate static websites and architecture diagrams.
What's included
11 videos2 readings3 assignments4 app items9 plugins
In this module, you will learn how to use AI for DevSecOps, software testing, and Generative AI considerations. Lesson 1 introduces you to the nuances of using AI for CI/CD and software security using AI tools. You will learn how to generate test cases for specific use cases using AI. You will also understand the integration of AI into software development workflows. In lesson 2, you will explore the ethical considerations for software development in AI and innovation with Generation AI. You will explore some of the useful prompts for software testing and DevOps.
What's included
6 videos3 readings3 assignments5 app items1 discussion prompt1 plugin
In this module, you will complete a final project where you will have an opportunity to demonstrate your proficiency in building personalized learning for developers. Next, the final exam will test your knowledge of the course’s content including the essential concepts and their application.
What's included
3 readings1 assignment2 app items1 plugin
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
4.5
110 reviews
- 5 stars
72.97%
- 4 stars
16.21%
- 3 stars
5.40%
- 2 stars
3.60%
- 1 star
1.80%
Showing 3 of 110
PC
4
Reviewed on Sep 8, 2024
Prompt Engineering section really helps in writing effective prompts. Also I learned about lot of tools about which I was not aware. Thanks for the course.
HS
5
Reviewed on Jun 30, 2024
Great topical introduction to Generative AI with a focus on software developers' role in Gen AI's expansion into the workplace. Enjoyable.
AU
5
Reviewed on Apr 14, 2024
The Best ever explanation and the best ever course I have taken till date.
Recommended if you're interested in Information Technology
Coursera Instructor Network
Coursera Instructor Network
DeepLearning.AI
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
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy