Kaggle
Free Online Course
English
Certificate Available
3 hours worth of material
selfpaced
Overview
Learn the core ideas in machine learning, and build your first models.
- The first step if you're new to machine learning.
- Load and understand your data.
- Building your first model. Hurray!
- Measure the performance of your model, so you can test and compare alternatives.
- Fine-tune your model for better performance.
- Using a more sophisticated machine learning algorithm.
- Enter the world of machine learning competitions to keep improving and see your progress.
Syllabus
- How Models Work
- Basic Data Exploration
- Your First Machine Learning Model
- Model Validation
- Underfitting and Overfitting
- Random Forests
- Machine Learning Competitions
Taught by
DanB
