🤖
Technology

Machine Learning

📚 5 levels 🗂️ 15 topics 🎬 45 lessons ⚡ 2,200 XP available
Free forever · No credit card needed

Curriculum

1
Level 1 — ML Foundations
Master ML Foundations in Machine Learning.
300 XP
3 topics
📄
What is ML?
3 lessons · Quiz included
📄
Data Preparation
3 lessons · Quiz included
📄
Model Evaluation
3 lessons · Quiz included
📝
ML Foundations — Level Exam
30 min · 75% to pass · Required to advance
EXAM
2
Level 2 — Supervised Learning
Master Supervised Learning in Machine Learning.
400 XP
3 topics
📄
Linear Models
3 lessons · Quiz included
📄
Decision Trees
3 lessons · Quiz included
📄
Ensemble Methods
3 lessons · Quiz included
📝
Supervised Learning — Level Exam
30 min · 75% to pass · Required to advance
EXAM
3
Level 3 — Unsupervised Learning
Master Unsupervised Learning in Machine Learning.
400 XP
3 topics
📄
Clustering
3 lessons · Quiz included
📄
Dimensionality Reduction
3 lessons · Quiz included
📄
Anomaly Detection
3 lessons · Quiz included
📝
Unsupervised Learning — Level Exam
30 min · 75% to pass · Required to advance
EXAM
4
Level 4 — Neural Networks
Master Neural Networks in Machine Learning.
500 XP
3 topics
📄
Perceptrons
3 lessons · Quiz included
📄
Backpropagation
3 lessons · Quiz included
📄
CNNs & RNNs
3 lessons · Quiz included
📝
Neural Networks — Level Exam
30 min · 75% to pass · Required to advance
EXAM
5
Level 5 — Deep Learning
Master Deep Learning in Machine Learning.
600 XP
3 topics
📄
Transformers
3 lessons · Quiz included
📄
Generative Models
3 lessons · Quiz included
📄
Reinforcement Learning
3 lessons · Quiz included
📝
Deep Learning — Level Exam
30 min · 75% to pass · Required to advance
EXAM
At a glance
📚 Levels 5
🗂️ Topics 15
🎬 Lessons 45
⚡ Total XP 2,200
XP per level
L1 · ML Foundations 300 XP
L2 · Supervised Learning 400 XP
L3 · Unsupervised Learning 400 XP
L4 · Neural Networks 500 XP
L5 · Deep Learning 600 XP
Ready to start?
Free forever · Learn at your own pace