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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 on a three-level scale. 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 3h 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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