AI Fundamentals for Developers

How machine learning models work, explained for software engineers.

BeginnerUpdated Sept 2026English

Taught by AssistedCareer Team

What you’ll learn

Explain how models learn
Understand embeddings and similarity
Evaluate model output critically

Curriculum

2 modules · 6 lessons · 1h 10m

Core ideas3 lessons · 34 min
What models actually do.
- What “learning” meansPreview10:00
- Features and embeddings12:00(available after enrolling)
- Evaluation12:00(available after enrolling)
Working with models3 lessons · 36 min
From theory to code.
- Using pre-trained models12:00(available after enrolling)
- Similarity search12:00(available after enrolling)
- Responsible AI basics12:00(available after enrolling)

What you’ll build

Project 1
Similarity search demo
Find related documents with embeddings.

Before you start

Basic Python

Who this is for

Developers new to AI

About this course

How machine learning models work, explained for software engineers.

What's insideLink to this section

Core ideas: What models actually do.
Working with models: From theory to code.

Your instructor

AssistedCareer Team

Sample instructor profile

Placeholder profile created by the seed script. Replace with your real instructors before launch.

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