K Kalexa AcademyKnowledgeLadder
KALEXA ACADEMY COURSE

📘 8 lessons 💡 Beginner friendly 🏆 Practice focused
LESSON 1

What is Machine Learning?

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.