In this lesson, you will learn the core ideas behind
What is Machine Learning?.
Start with the concepts, follow the examples, and then practise
what you have learned with small exercises.
Learning objective
Understand the concept, recognize when to use it, and apply it in a practical example.
LESSON 2
Types of ML
In this lesson, you will learn the core ideas behind
Types of ML.
Start with the concepts, follow the examples, and then practise
what you have learned with small exercises.
Learning objective
Understand the concept, recognize when to use it, and apply it in a practical example.
LESSON 3
Training and testing data
In this lesson, you will learn the core ideas behind
Training and testing data.
Start with the concepts, follow the examples, and then practise
what you have learned with small exercises.
Learning objective
Understand the concept, recognize when to use it, and apply it in a practical example.
LESSON 4
Regression
In this lesson, you will learn the core ideas behind
Regression.
Start with the concepts, follow the examples, and then practise
what you have learned with small exercises.
Learning objective
Understand the concept, recognize when to use it, and apply it in a practical example.
LESSON 5
Classification
In this lesson, you will learn the core ideas behind
Classification.
Start with the concepts, follow the examples, and then practise
what you have learned with small exercises.
Learning objective
Understand the concept, recognize when to use it, and apply it in a practical example.
LESSON 6
Clustering
In this lesson, you will learn the core ideas behind
Clustering.
Start with the concepts, follow the examples, and then practise
what you have learned with small exercises.
Learning objective
Understand the concept, recognize when to use it, and apply it in a practical example.
LESSON 7
Model evaluation
In this lesson, you will learn the core ideas behind
Model evaluation.
Start with the concepts, follow the examples, and then practise
what you have learned with small exercises.
Learning objective
Understand the concept, recognize when to use it, and apply it in a practical example.
LESSON 8
Overfitting and underfitting
In this lesson, you will learn the core ideas behind
Overfitting and underfitting.
Start with the concepts, follow the examples, and then practise
what you have learned with small exercises.
Learning objective
Understand the concept, recognize when to use it, and apply it in a practical example.