Complete course Python + Django + Data Science

About Course

Become a Python programmer and master one of the most in-demand skills in modern development! This is the most comprehensive yet simple course on the Python programming language on EasyCources! Whether you’ve never programmed before, whether you already know the basic syntax, or if you want to learn about Python’s advanced features, this course is for you! In this course we will learn programming in Python 3.

You will understand advanced topics like decorators, timestamps, etc.
You will acquire the necessary Python skills to move into specific industries - machine learning, data science, etc.
Data types
Indexing and slicing
Formatting strings
Lists, dictionaries, tuples, sets
Nested Loops
*args. **kwargs.
Lambda expression
Multiple inheritance
Method Resolution Order (MRO)
Modules and packages
File input/output

Course Content

Introduction

Welcome to the course!
Introduction to the course
IMPORTANT! FAQ – Frequently asked questions
Note about tasks

Installation of tools.

Python Basics

Hello World!
Show text
Data types
Numbers. integer and floating point
Calculation of arithmetic expressions
Variables
Creating Variables
Strings
Working with Strings
Strings. Indexing and slicing
Indexing and slicing
String properties. Methods
String properties. Methods
Formatting a string
Formatting a string
Lists
Dictionaries
Tuples
Sets
Boolean values. Comparison Operators
Logical operators
Conditional statement if elif else
Cycle
Some frequently used functions and operators
List comprehension
Vocabulary and Set Understanding
Nested Lists

Functions

Object-oriented programming (OOP). Introduction

Modules and packages

File I/O

Error processing

Iterators and generators

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Complete course Python + Django + Data Science

About Course

What Will You Learn?

Course Content

Introduction

Welcome to the course!

Introduction to the course

IMPORTANT! FAQ – Frequently asked questions

Note about tasks

Installation of tools.

Installing Python

Assignment for the lecture “Installing IntelliJ IDEA” for Windows

Installing IntelliJ IDEA

Python Basics

Hello World!

Show text

Data types

Numbers. integer and floating point

Calculation of arithmetic expressions

Variables

Creating Variables

Strings

Working with Strings

Strings. Indexing and slicing

Indexing and slicing

String properties. Methods

String properties. Methods

Formatting a string

Formatting a string

Lists

Dictionaries

Tuples

Sets

Boolean values. Comparison Operators

Logical operators

Conditional statement if elif else

Cycle

Some frequently used functions and operators

List comprehension

Vocabulary and Set Understanding

Nested Lists

Functions

Functions Introduction

Creating Functions

Lambda expression

Variable scope

Object-oriented programming (OOP). Introduction

Attributes

Methods

Class Level Methods

Inheritance. Polymorphism

Multiple inheritance

Method Resolution Order (MRO)

Special (magic) methods

Modules and packages

Built-in modules

Create your own modules

External modules

__name__ and ‘__main__’

File I/O

Reading text files

Writing text files

Binary number system

Writing binary files

Shelf module

Working with data with the shelf module

Updating data using the shelf module

Converting a dictionary to a shelf object

Error processing

Types of errors

Raising error

Iterators and generators

Iterable and Iterator

Custom iterable

Generator functions

Day of the week generator

odd-even

Infinite Generators

Infinite square number generator

Generator Expressions

name and ‘main’