What will I get if I subscribe to this Certificate?

When you enroll in the course, you get access to all of the courses in the Certificate, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Generative AI for Java and Spring Development

This course is part of multiple programs.

Instructors: SkillUp

3,914 already enrolled

Included with Learn more

Ask Coursera

3 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

9 hours to complete

Flexible schedule

Learn at your own pace

3 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

9 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Explore AI concepts and set up a Java dev environment optimized for developing AI-powered applications with Java.
Build AI application features using Java and implement neural networks using Deeplearning4j for NLP, image recognition, and classification tasks.
Design and integrate AI service layers, RESTful APIs, and components into Spring applications using best practices.
Test, debug, deploy, and manage Spring AI apps with proper configuration, logging, and error handling strategies.

Skills you'll gain

Tools you'll learn

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

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 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

There are 3 modules in this course

This hands-on, project-driven course gives you the skills to bring artificial intelligence (AI) to life using Java and the Spring Framework. In just 3 weeks, you’ll learn how to build intelligent apps that create text, images, or recommendations quickly and become the go-to developer employers are looking for.

To start, you’ll set up your Java development environment and dive into the core principles of AI. You’ll then move straight to building hands-on experience using tools and techniques such as Deeplearning4j and Spring AI in practical projects that employ powerful Java and Spring AI libraries. Plus, you’ll integrate your AI skills with Spring, leveraging its robust architecture to build smart applications. This course is ideal for developers with a working knowledge of Java and Spring who want to break into the fast-moving world of AI without switching ecosystems or learning a new language from scratch. If that’s you… enroll today and build the highly sought-after GenAI skills employers are actively seeking in just 3 weeks.

This module introduces learners to the fundamentals of artificial intelligence using Java. You will learn the core concepts of AI, set up a Java development environment for AI applications, and gain hands-on experience with key Java AI libraries. Through practical labs and guided projects, you will build their first AI applications, implement natural language processing techniques, and develop basic image recognition systems. This module is designed for Java developers who want to explore AI implementation in Java.

What's included

6 videos3 readings3 assignments4 app items6 plugins

6 videosTotal 35 minutes

Course Introduction4 minutes
Understanding AI Concepts in Java 7 minutes
Setting Up Your Java Environment for AI Development 7 minutes
Developing AI Algorithm in Java5 minutes
Natural Language Processing with Java 6 minutes
Image Recognition Basics in Java 6 minutes

3 readingsTotal 9 minutes

Course Overview5 minutes
Summary and Highlights: Getting Started with AI in Java2 minutes
Summary and Highlights: Introduction to Java AI Libraries and Implementation2 minutes

3 assignmentsTotal 33 minutes

Graded Quiz: AI Fundamentals with Java21 minutes
Practice Quiz: Getting Started with AI in Java6 minutes
Practice Quiz: Introduction to Java AI Libraries and Implementation6 minutes

4 app itemsTotal 90 minutes

Lab: Environment Setup for AI Development in Java 25 minutes
Lab: Basic Prediction Model20 minutes
Lab: Sentiment Analysis For Product Reviews15 minutes
Lab: Product Image Recognition30 minutes

6 pluginsTotal 37 minutes

How to Make the Most of this Course5 minutes
Reading: Java Libraries for AI 4 minutes
Reading: Popular Libraries for Image Recognition10 minutes
Reading: Working with Deeplearning4j 8 minutes
Reading: Glossary: AI Fundamentals with Java5 minutes
Cheat Sheet: AI Fundamentals with Java5 minutes

This module introduces you to Spring AI, a powerful extension of the Spring Framework designed for building intelligent applications. You'll learn how to leverage Spring's familiar programming model and extensive ecosystem to integrate AI capabilities into your applications with minimal complexity. From basic setup to implementing practical AI-powered features like recommendation systems and text generation, this module provides hands-on experience through guided labs. By the end of this module, you'll have the skills to confidently build, test, and deploy AI applications using the Spring AI framework.

What's included

6 videos2 readings3 assignments3 app items3 plugins

6 videosTotal 39 minutes

Introduction to Spring AI Framework 7 minutes
Setting Up Your First Spring AI Project 7 minutes
AI Service Layer with Spring 6 minutes
Implementing AI APIs with Spring Part 16 minutes
Implementing AI APIs with Spring Part 25 minutes
Video: Testing and Debugging Spring AI Applications 7 minutes

2 readingsTotal 4 minutes

Summary and Highlights: Spring AI Integration2 minutes
Summary and Highlights: Building AI Applications with Spring2 minutes

3 assignmentsTotal 33 minutes

Graded Quiz: Spring AI Integration21 minutes
Practice Quiz: Spring AI Integration6 minutes
Practice Quiz: Building AI Applications with Spring6 minutes

3 app itemsTotal 80 minutes

Lab: Spring AI Service Layer - Customer Support Chatbot30 minutes
Lab: Building a Recommendation System with Spring AI20 minutes
Lab: Support Response Template AI Text Generator30 minutes

3 pluginsTotal 15 minutes

Reading: Spring AI Architecture and Components 5 minutes
Reading: Glossary: Spring AI Integration5 minutes
Cheat Sheet: Spring AI Integration5 minutes

What's included

1 video2 readings1 assignment3 app items1 plugin

1 videoTotal 5 minutes

Course Wrap-Up 5 minutes

2 readingsTotal 2 minutes

Congratulations and Next Steps1 minute
Team and Acknowledgments1 minute

1 assignmentTotal 30 minutes

Final Exam30 minutes

3 app itemsTotal 105 minutes

Final Project - Part A - Java AI Implementation45 minutes
Final Project - Part B - Spring AI Framework Implementation30 minutes
Final Project Submission30 minutes

1 pluginTotal 5 minutes

Reading: Final Project Overview 5 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.

Instructors

SkillUp

159 Courses517,124 learners

Offered by

SkillUp

Explore more from Software Development

Status: Free Trial
IBM
Generative AI for Java and Spring Developers
Specialization
Packt
Build AI Apps with Spring AI, OpenAI, Ollama & SpringBoot
Course
Status: Free Trial
Vanderbilt University
AI Agent Architecture in Java with Generative AI
Course
Status: Free Trial
Vanderbilt University
AI Agents in Java with Generative AI
Course

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."

Unlock access to 10,000+ courses with a subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 4,700 global companies that choose Coursera for Business

Frequently asked questions

Yes, Java is widely used for AI development, especially in enterprise environments. With libraries like Deeplearning4j and frameworks such as Spring AI, Java developers can build intelligent applications that handle tasks like natural language processing, image recognition, and recommendation systems—all while maintaining performance and scalability.

Java offers strong performance, portability, and a mature ecosystem, making it a reliable choice for building AI-powered applications. Developers can use frameworks like Spring AI and libraries such as Deeplearning4j to create scalable, production-ready solutions. Java is especially valued in enterprise settings, where stability and integration with existing systems are critical.

Job roles like AI Engineer, Machine Learning Developer, and Java Developer with AI specialization are emerging across industries. These roles focus on integrating AI features into enterprise-grade Java applications—using tools like Spring and AI libraries to develop smart software that can automate decisions, personalize user experiences, and analyze data in real time.

To access course materials, assignments, and earn a Certificate, you'll need to purchase the Certificate experience when you enroll in a course. Eligible learners may also have the option to start with a Free Trial. Some courses may also offer a Full Course, No Certificate option. This lets you access course materials, submit required assessments, and receive a final grade, but you won't be able to earn or purchase a Certificate.