Get started with Machine Learning Algorithms
What you will learn
Machine Learning Basics with Python
How to apply ML algorithms to your own problems
How some algorithms work internally (kmeans, decision tree)
Classify data automatically
Predict prices with algorithms
Group data points automatically
Description
Learn how to use Machine Learning with Python Scikit!
This is a getting started course for Machine Learning. If you are new to Machine Learning, this course is for you!
We’ll teach you how to get started with Machine Learning including these topics:
- What is Machine Learning
- Automatically classify new data
- Predict prices with regression
- Group your data automatically with clustering
English
language
Content
Introduction
Introduction
What is Machine Learning?
Example Problems
Supervised Learning
First Program (Classifier)
Installing Scikit and Numpy
Important Note
First Program (Classifier)
Lecture Notes
Exercise
Iris Classifier
Iris Classifier
Accuracy Score
See a Decision Tree
Regression
Linear Regression
Lecture Notes
Regression Example
Polynomial Regression
Clustering
Clustering
Lecture Notes
Kmeans explained