Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Intro to Machine Learning

via Kaggle

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

Reviews

Start your review of Intro to Machine Learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.