🤖
Phase 1·Foundation·Beginner
Introduction to AI & Machine Learning for Taskers
5 modules, ~4 hours total. Built for the AI Data Annotation skill track — no prior tech or AI background required. Every module: video lessons, a reading, and a knowledge check.
The Roadmap
1
Start Here
What AI is, how it learns, and the annotation work behind it.
What is AI? A Tasker's Perspective
Beginner · ~45 min total
- AI vs. ML vs. Deep Learning
- How AI Models Are Built
- The Human-in-the-Loop Concept
- Real-World AI Examples Quiz
How AI Learns & Types of AI Tasks
Builds on Module 1 · ~47 min total
- Supervised, Unsupervised & Reinforcement Learning
- Types of Annotation Tasks — Text, Image, Audio & More
- What Makes High-Quality Training Data
- Module 2 Knowledge Check
Types of Training Data & AI Tasks
Hands-on annotation practice · ~50 min total
- Types of Training Data
- Core Annotation Task Types
- Reading & Applying Task Guidelines
- Annotation Practice ScenariosCapstone
2
Responsibility & Readiness
Ethics, privacy, and the digital toolkit for AI tasking platforms.
AI Ethics & Responsible Annotation
Bias, fairness, privacy · ~50 min total
- What is AI Bias — and Why Should Taskers Care?
- Sensitive & Harmful Content: Recognizing and Handling It Safely
- Data Privacy, PII, and What It Means for Taskers
- Ethics in Action — Scenario Quiz
Digital Literacy for AI Work
Platform-ready toolkit · ~48 min total
- File Formats for AI Work — JSON, CSV & JSONL
- AI Annotation Platforms & Essential Tools
- Digital Communication & Remote Work Professionalism
- Module 5 Knowledge CheckCapstone
JSON CSV JSONL
What You'll Achieve
- Explain AI, ML, and deep learning from a tasker’s point of view
- Recognize how models learn and what annotation tasks look like in practice
- Apply task guidelines and produce higher-quality training data
- Handle bias, sensitive content, and PII with care
- Use core file formats and platforms confidently — ready for AI tasking work
Ready to begin?
Enroll to add this roadmap to your dashboard. Continue to ExperioLearn for structured learning.