Python Programming Fundamentals For Absolute Beginners

Learn comprehensive Python programming by doing hands-on practical practice for Data science, Machine Learning

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Description

This comprehensive course is for complete beginners who don't have any programming experience , Any one want to learn Python programming from scratch. Here I am going through very basics like how computer works, What are different components of computer system and programming from basic to advanced like zero to one.

Topics :

1) Programming Fundamentals

2) Python Introduction

• What is Python?

• Why Python?

• History

• Features – Easy, Dynamic Typed, Interpreted, Object oriented, Embeddable, Extensible, Large standard libraries, Free and Open source

• Limitations of Python

• What is Python Software Foundation?

• Python implementations

• Python applications

• Python versions

• Real time use case in industries

• Python Implementation Alternatives/Flavors

• Keywords

• Identifiers

• Constants / Literals

• Data types

• Python Syntax

• Interactive Mode

• Scripting Mode  | Normal Mode | Batch Mode

• Programming Elements

• Structure of Python program

• First Python Application

3) Data Types

4) Operators

• Arithmetic Operators

• Comparison Operators

• Python Assignment Operators

• Logical Operators

• Membership Operators

• Identity Operators

• Ternary Operator

• Operator precedence

• Difference between “is” vs “==”

5) String data type

  • Introduction

  • Importance of Data structures

  • Applications of Data structures

  • Types of Collections

  • Sequence

  • Strings, List, Tuple, range

  • Non sequence

  • Set, Frozen set, Dictionary

  • Strings

  • What is string

  • Representation of Strings

  • Processing elements using indexing

  • Processing elements using Iterators

  • Manipulation of String using Indexing and Slicing

  • String operators

  • Methods of String object

  • String Formatting

  • String functions

  • String Immutability

6) List Data Type

7) Tuple Data Type

8) Dictionary data type

9) Control Statements

  • Conditional control statements

  • If

  • If-else

  • If-elif-else

  • Nested-if

  • Loop control statements

  • for

  • while

  • Nested loops

  • Branching statements

  • Break

  • Continue

  • Pass

  • Return

10) Functions

11) Packages and modules

What You Will Learn!

  • Python programming from zero to one
  • Programming language fundamentals and concepts
  • Python programming basic programs to learn by doing
  • Python programming basics for data science, machine learning

Who Should Attend!

  • Beginner Python developers curious about computer science and programming