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Python for Data Science | Basics

Duration: 5 h 4 m / 23 lessons

Level: General

Course Language: Arabic

By the end of this course, you will be able to

  • Identify the Collection, what it is, and how it is used with different types of data. The function and its importance and how to use it in Python language.

  • Recognize different types of libraries such as the Math Library, in addition to the principles of Object-Oriented programming and its functions.

  • Understand the fundamentals of Python Programming language and how it is used for data science and machine learning, in addition to how to setup the work environment.

Course details

  • 5 h 4 m/23 lessons
  • Last updated: 31/12/2022
  • Course completion certificate

Course Content

Free lessons

1.

Setup the Environment

10 Minutes
2.

Print & Comments

14 Minutes
3.

Variables

17 Minutes
1.

Setup the Environment

10 Minutes
2.

Print & Comments

14 Minutes
3.

Variables

17 Minutes
4.

Strings

18 Minutes
5.

Arithmetic

5 Minutes
6.

Boolean Operations

14 Minutes
7.

Boolean part 2

6 Minutes
8.

Data type Conversion 1

5 Minutes
9.

Lists

17 Minutes
10.

Tuples

10 Minutes
11.

Dictionaries

13 Minutes
12.

Data Type Conversion 2

6 Minutes
13.

Functions 1

17 Minutes
14.

Functions 2

11 Minutes
15.

Lambda

13 Minutes
16.

Math Library

8 Minutes
17.

OS Library

17 Minutes
18.

If Statements

8 Minutes
19.

While loop

13 Minutes
20.

For Loop

16 Minutes
21.

OOP

14 Minutes
22.

Constructor

12 Minutes
23.

Example

29 Minutes

About this course

The Data Scientist profession has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems. This series of five training courses is designed to teach you how to program with Python, how to create amazing data visualizations, and how to use Machine Learning with Python.

Course requirements and prerequisites

Retrieving data. Wait a few seconds and try to cut or copy again.

Mentor

Python for Data Science | Basics

Duration: 5h 4m / 23 lessons
Level: General
Course Language: Arabic
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