Introduction to Programming with Python

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.

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7 months 250hrs

Instructors Gopal Kisi

Paid

No classes available for this course

About this Course

Learning Python Programming can offer you a wide range of skills and opportunities. Our Python tutorials will cover all the fundamental concepts of Python. And by the end, you will be comfortable creating projects in Python.

What you’ll learn?

Fundamental Programming concepts
Problem-solving
Versatility
Web Development
Data Analysis and visualization
Machine learning an AI
Scripting
Career Opportunities

Course curriculum

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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__”

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

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

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)

Introduction to Libraries
HTML Crash Course
CSS Crash Course
Introduction to Web Scraping – Beautiful Soup
Project 2 – Web scraping table from wikipedia
PyQt Tutorial: Python GUI Designer
Project 3 – Making a simple calculator
Basic knowledge in Tkinter and PyAutoGUI
Image Manipulation and Pillow
Project 4 – Adding logo into Multiple images at once
Geometrical design with turtle
Project 5 – Colorful Spiral Design using Turtle

Data on the Web
eXtensible Markup Language (XML)
XML Schema
Parsing XML

JSON Introduction
Encoding JSON Python Objects
Decoding JSON Python Objects

Connecting to a server
A simple server-client program
Project 6 – Group Chat Application

What is Database, RDBMS and SQL?
SQL crash course
Connect to Database in Python
Create a Table
Insert Record into Table
Query and Fetchall
Use the Where Clause
Project 7 – Login Panel with SQLite and PyQt

Computing with NumPy
Working with pandas
Data wrangling and cleaning
Basic statistical analysis and visualization
Exploratory Data Analysis
Project 8 – Analyze your personal facebook posting habits

Introduction to the HTTP protocol and web development
Creating a simple web server with Flask
Templates and static files
Forms and user input
Storing data in a database
Project 9 – Blog app using Flask

Learning about latest libraries to ease web development (Streamlit)
Working with external libraries and APIs
OpenAI – Dalle 2, Text to Image Generation Web App
Testing your code using Pytest
Best practices for writing clean and efficient code with documentation

Build a Text Adventure Game
Build a Tic Tac Toe Game with GUI
Build a Calendar with GUI
Build a Chess Game with GUI
Build an Alarm Clock / Timer / Reminder App with GUI
Build a Simple ChatBot using Natural Language Processing
Build an Object Recognition App in image
Build a Human Detection App for live video through your phone camera
Age and Gender Detection App
Build a Sudoku Solver
Create a Simple Web Browser
Generate Word Clouds and extract image
URL Shortener
Password Generator Web App
Build a Typing Tester

About the instructors

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Gopal Kisi

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