Most PopularIntermediate
Machine Learning Fundamentals
Go from data to working models. You'll learn supervised and unsupervised algorithms, how to evaluate and tune models properly, and how to build end-to-end ML pipelines with scikit-learn.
8 weeks4.9 rating2.6k enrolled
What you'll learn
Build supervised & unsupervised models
Evaluate and tune models correctly
Engineer features from raw data
Ship pipelines with scikit-learn
Curriculum
1
Supervised Learning
- Regression
- Classification
- Overfitting & regularisation
2
Unsupervised Learning
- Clustering
- Dimensionality reduction
- Anomaly detection
3
Model Lifecycle
- Evaluation metrics
- Cross-validation
- Feature engineering
Tools you'll master
Pythonscikit-learnPandasJupyter
$899One payment, lifetime access
Duration8 weeks
LevelIntermediate
CertificateIncluded
Career supportIncluded
30-day money-back guarantee
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