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Duration : 250 Hrs

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Introduction to Programming with Python

Course Description

<p>Python is a high-level, general-purpose and a very popular programming language. Python programming language (latest Python 3) is being used in web development, Machine Learning applications, along with all cutting edge technology in the Software Industry. Python Programming Language is very well suited for Beginners.Our Python tutorials will cover all the fundamental concepts of Python. And by the end, you will be comfortable creating projects in Python.</p> <p> </p>

Curriculum

1. Introduction

Introduction to Programming
Introduction to Python Programming
Introduction to Python Basic Course Structure
How to Install Python
How to run Python Program using Command Line Window, IDLE, Notepad
Introduction to Pip and Pypi
Introduction to Jupyter Notebook and its Installation

2. Getting Started

Comments, Identifier, Reserved Words and Constant in Python
Variable in Python
Data Type in Python
Declaring and Initializing Variables in Python
Operators in Python
Implicit and Explicit Type Conversion in Python
Output Statement or Print Function in Python
Getting input from user or Input Statement in Python
Escape Sequence in Python
Basic Exercises, Revision and Solution

3. Conditional Statement

If Statement and indentation
Nested if statement
If statement with logical operator
If else statement
Nested if else statement
If elif and if elif else statement
Conditional Statements Exercises, Revision and Solution

4. Loop

For Loop
Enumerate function with for loop
Nested for loop
While loop
Nested while loop
Break, Continue and Pass Statement
Overall combined Loop exercises

5. String

String in Python
String Formatting in Python
String Methods
String Exercises, Revision and Solution

6. List

List in Python
List Methods in Python
List with loops
Getting list as user input
Slicing, Concatenation, Repetition, Copying List
Nested List
List Exercises, Revision and Solution

7. Tuple

Tuple and Tuple methods
Tuple with loops
Slicing, Concatenation, Repetition, Copying Tuple
Modifying and deleting Tuple elements
Getting list as user input
Nested tuple
Tuple Exercises, Revision and Solution

8. Set

Set data type in Python
Set methods in Python
Set with loops
Getting Set as user input
Nested Set in Python - FrozenSet
Set Exercises, Revision and Solution

9. Dictionary

Dictionary data types in Python
Dictionary methods in Python
Dictionary with loops
Getting Dictionary as user input
Nested Dictionary in Python
Dictionary Exercises, Revision and Solution

10. Function

Function and How Function Work in Python
Arguments and its types in Python
Local and Global Variable in Python, global keyword
Passing and returning List, Tuple, Set, Dictionary in Function
Basic Function Exercises, Revision and Solution
Recursion in Python
Recursive Function Exercises and Solution
Anonymous Function or Lambda Expression in Python
Lambda Function Exercises and Solution
Function Decorator in Python
Function Decorator Exercises and Solution

11. Ternary if and Comprehension

Ternary if
Ternary if exercises and solution
List, Tuple, Set and Dictionary Comprehension
Nested Comprehension
Comprehension Exercises and Solution

12. Some Extra but Important Knowledge

Generator Function
Type and isinstance() function
Len, min, max and sorted function
zip method
map, filter and reduce function in python
Getting help in python

13. Exception Handling

Exception Handling and Built-in Exception
Difference between error, exception and warning
Exception Handling Exercises, Revision and Solution

14. Modules

Module in Python
Math Module in Python
Random Module
Datetime Module in Python
OS Module in Python
Time Module in Python
Regular Expressions in Python
Functools (Reduce and Memoization)
Getpass Module
sys Module

15. File Handling

What is File and File Handling in Python?
Reading Files in Python
Write, Create Files in Python
File Handling Exercises, Revision and Solution

16. Tips and Tricks to Coding ease

Swapping two numbers
Chaining of Comparison Operators
Unpacking
Return multiple values from function
Find the most frequent value in a list
Checking if two words are anagrams
Transposing a Matrix
Five ways to reverse string/list
String Repetition without loops
Take collection of numbers as user input and create list
Working with multi-line strings
Simplify if statement
Splat Operator
Reverse keys and values in dictionary
Star pattern without nested loop
Eval function
Fasted way to get sum of numbers
Shuffle Cards
Python Poem
N Largest and N smallest elements from list
Separate big numbers
Number to complex type conversion
Condition inside print function
Multiple conditions at a single if statement
Sort elements based on their frequency
copy() vs deepcopy()
remove duplicates from a list
if __name__ == “__main__”

17. Object Oriented Programming

Class and Object in Python
Constructor in Python - Parameterized and Non-Parameterized
Inheritance in Python
In built class methods and attributes
Constructor in Inheritance
Method Overloading, Overriding and Method with Super
Duck Typing and Strong Typing
Encapsulation and Polymorphism
Special(Magic/Dunder) Methods
Properties and setters
Decorators and Metaclasses
Serialization and deserialization of objects
Custom exceptions
Project 1 - Bank/School/Hospital Management System using OOP

18. VSCode and Virtual Environments

Installing VSCode and coding in VSCode
Debugging in VSCode
Introduction to Virtual Environments
Using Conda and virtual environments with VSCode

19. Git and GitHub

What is Git, Version Control System, GitHub?
How to install Git and set up a repository?
Basic Commands : add, commit, push
Undoing/Reverting/Resetting code changes
Branches (Create, Merge, Delete)
What is HEAD?
Viewing the history of a repository
gitignore file
Diff and Merge using VSCode
What is a Pull Request?
Working with git, GitHub with help of VSCode
Working with git, GitHub with help of GitHub Desktop
Collaborating on a repository using forks
Using Git for team projects
Working with large repositories and managing dependencies
Using Git in a continuous integration (CI) workflow
Advance features of GitHub (Actions, Releases, Project Boards, Co-pilot, Hosting)