AI is no longer only for python developers or data scientists. As a Java/Spring Boot developer we don’t need to or learn how to build large language models from scratch but we do need to understand AI concepts and how to use AI effectively in the application we build and in our day to day life.
Today’s enterprise applications increasingly include features like intelligent search, chatbots, recommendation engines, and workflow automation. Understanding concepts such as LLMs, prompt engineering, embeddings, vector databases, Retrieval-Augmented Generation (RAG), and AI agents will help you build these capabilities using familiar Java frameworks like Spring AI and LangChain4j.
When I started exploring AI, I wasn’t looking to become a data scientist or machine learning engineer. My goal was to understand how AI works and how I could incorporate it into the applications I build as a Java/Spring Boot developer.
After exploring several resources, these are the Google courses I would recommend to any developer who wants to build a strong AI foundation.
To get started here are my TOP 3 Recommended Free Google AI Courses
1. Google Cloud Skills Boost — Generative AI Learning Path ⭐ (Start Here)
This is the course I recommend starting with.
The learning path is designed for developers who are new to Generative AI and want to understand the fundamentals before diving into implementation. It breaks down concepts that are often surrounded by hype and explains them in a practical way.
This learning path is perfect for beginners and covers:
- Introduction to Generative AI
- Large Language Models (LLMs)
- Prompt Engineering
- Embeddings
- Vector Search
- Foundation Models
- Responsible AI
🔗 https://www.cloudskillsboost.google/journeys/118
2. Google Machine Learning Crash Course
Many developers jump directly into Generative AI without understanding the broader field of Machine Learning. This course helps bridge that gap.
Machine Learning Crash Course is one of Google’s most popular educational resources and has been used by developers worldwide to understand the fundamentals of AI and ML.
Once you understand Generative AI, strengthen your machine learning fundamentals with topics like:
- Machine Learning basics
- Neural Networks
- Classification & Regression
- Interactive exercises
🔗 https://developers.google.com/machine-learning/crash-course
3. Kaggle Learn — 5-Day Generative AI Course
Once you’ve learned the fundamentals, this course provides a more practical and hands-on perspective.
Developed with support from Google experts, it focuses on real-world Generative AI concepts and modern AI application development.
A practical, hands-on course developed in collaboration with Google that covers:
- Prompt Engineering
- Embeddings
- Vector Databases
- AI Agents
- Building GenAI applications
🔗 https://www.kaggle.com/learn-guide/5-day-genai
AI is quickly becoming a core skill for software developers. These free courses provide an excellent starting point for anyone looking to understand the technology and prepare for the next generation of software development.
Every Java Developer Should Learn AI: Free AI Google Courses to Get Started was originally published in Javarevisited on Medium, where people are continuing the conversation by highlighting and responding to this story.
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