AI & ML

AI Fundamentals Tutorial

AI basics for software engineers: supervised learning, datasets, model lifecycle, ethics, and tooling overview.

6 lessons 5 views All Levels Free

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AI Fundamentals Tutorial tutorial

Course contents

AI Basics

1 Introduction to Artificial Intelligence 5 min 2 Machine Learning vs Deep Learning 5 min 3 Supervised and Unsupervised Learning 5 min 4 Training Data and Overfitting 5 min 5 AI Tools for Developers 5 min 6 AI Ethics and Responsible Use 5 min

How this course is organized

Each lesson includes overview, steps, code, and interview tips
Use the sidebar on lesson pages to navigate
Content is original to Toolliyo—not copied from other sites

Begin first lesson Interview Q&A

Course quizzes

RAG-based Search System Project — Practice Quiz Prompt Engineering — Practice Quiz Multi-Agent System Project — Practice Quiz

Test your knowledge

Quizzes linked to this course—pass to earn certificates.

RAG-based Search System Project — Practice Quiz

Test your understanding of RAG-based Search System Project. Retrieval-Augmented Generation…

Advanced 15 min

Prompt Engineering — Practice Quiz

Test your understanding of Prompt Engineering Tutorial. Write effective prompts for LLMs a…

Intermediate 15 min

Multi-Agent System Project — Practice Quiz

Test your understanding of Multi-Agent System Project. Orchestrate multiple AI agents for …

Advanced 15 min

ML.NET — Practice Quiz

Test your understanding of ML.NET Tutorial. Machine learning inside .NET applications.

Intermediate 15 min

Chatbot with Memory Project — Practice Quiz

Test your understanding of Chatbot with Memory Project. Stateful chatbot with conversation…

Advanced 15 min

AI Fundamentals — Practice Quiz

Test your understanding of AI Fundamentals Tutorial. ML concepts, neural networks intro, a…

Intermediate 15 min Course quiz

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