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Machine Learning Basics Course

In this course, you'll learn the basics of machine learning, starting from a brief introduction of what machine learning actually is, going through machine learning libraries and doing some code exercises based on Python.

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Machine learning basics course difficulty level is advanced. We scale courses like beginner fits even total beginners, mid is for people with some knowledge, and advanced level is for people who know the topic and have some coding skills.

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Machine learning basics course is planned for 12h of work.

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How you will learn during Machine learning basics course

With Duomly you can learn from
various types of courses.
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This course is the theory one, what it means
you will learn from interactive lessons:

  • step by step explanation
  • deep knowledge
  • interactive text
  • certificate of completion

What you will learn in Machine learning basics course

Every Duomly’s course is designed
to give you the most important parts of the topic.
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Lesson 1

Course introduction

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Lesson 2

Machine learning introduction and preparation of environment

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Lesson 3

Machine learning libraries

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Lesson 4

Working with arrays

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Lesson 5

Working with data

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Lesson 6

Variables and descriptive statistics

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Lesson 7

Data operations

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Lesson 8

Regression

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Lesson 9

Neural networks

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Lesson 10

Overfitting, cross validation and grid search

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Lesson 11

Classification

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Lesson 12

Classification and neural networks

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Lesson 13

Usage of cross validation and search grid

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Lesson 14

Clustering

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Lesson 15

Other methods (Q-learning, self-organizing maps etc)

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Lesson 16

Course summary

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