Python Tutorial | Concepts, Resources and Projects

Nitika Sharma 28 Mar, 2024 • 3 min read

Python is the most popular programming languages, owing to its simplicity, versatility, and readability. Whether you’re a beginner or an experienced developer, having a comprehensive guide to Python can be invaluable. In this python tutorial, we’ll cover everything from the basics to advanced topics, as well as important libraries and practical projects in Python.

Introduction to Python Basics
Python Syntax and Fundamentals
Data Types and Variables
Variables, Expression, Condition, and Function
Operators in Python
Control Flow
Functions and Methods
Object-Oriented Programming (OOP)
Advanced Topics
Important Python Libraries for Data Science
Python Data Science Projects
Python MCQs for Practice
Python Tutorial for Beginners [Full Course]
Conclusion

Before we start our python tutorial, here are some python free ebooks that you must checkout!

Introduction to Python Basics

Python Syntax and Fundamentals

Preparing for a technical interview? You can’t miss these 90+ Python Interview Questions!

Data Types and Variables

Variables, Expression, Condition, and Function

Scope in Python
Global and local variables in Python
Packing and unpacking arguments in Python
Type conversion in Python
Case Conversion in Python
Byte objects vs string in Python
Print single and multiple variable
Swap variable
Private variables
name (A Special variable) in Python

Operators in Python

Basic operator in Python
Bitwise operator in Python
Ternary operator
Division operator in Python
Modulo Operator in Python
Operator Overloading in Python
Any & all in Python
Inplace operator
Logic Gates in Python
Difference between == and is operator in Python
Python Membership and Identity Operators

Control Flow

Python Loops
Python for loop
Python while loop
Loops and Control Statements (continue, break and pass) in Python
If else in python
range vs xrange on python
Range Function in python
Programs for printing pyramid technique in python
Chaining comparison in python
else with for
Replace switch case in python
Match case in python
Using iteration in python effectively
Python Itertools
Python iter() and next() | Converting an object into an iterator
Python | Difference between iterable and iterator

Functions and Methods

Functions in Python
Classmethod in Python
Class method vs static method in Python
Yield instead of Return
Return Multiple Values
Partial Functions in Python
First Class functions in Python
Precision Handling
*args and **kwargs
Python closures
Decorators in Python
Help function in Python
Coroutine in Python
Python bit functions on int
Generators in python
Generators expression in python

Why is Python essential for data science? Explore Python’s role in data science with our Python guide.

Object-Oriented Programming (OOP)

Class, Object and Members
Data Hiding and Object Printing
Inheritance, examples of object, issubclass and super
Polymorphism in Python
Class and static variable in Python
Class method and static method in Python
Changing class members
Constructors in Python
Destructors in Python
Class and instance attribute
Reflection
Garbage collection
Built-in Exception
User defined Exception
Nzec error
try and except in Python
Python Exception Handling

Advanced Topics

Programs for printing pyramid technique in Python
Chaining comparison in Python
else with for

Important Python Libraries for Data Science

Python Data Science Projects

Titanic: Machine Learning from Disaster
House Prices: Advanced Regression Techniques
Iris Dataset Classification
Customer Segmentation
Sentiment Analysis
Credit Card Fraud Detection
Churn Prediction
Stock Price Prediction
Recommendation Systems
Healthcare Analytics

Also Read: Top 30+ Python Projects: Beginner to Advanced 2024

Python MCQs for Practice

Python Tutorial for Beginners [Full Course]

Conclusion

We hope our python tutorial was helpful for you! From basic syntax to advanced topics, this comprehensive guide covers everything one needs to master Python. With its vast array of libraries and practical projects, Python continues to empower innovation across various domains, solidifying its position as the language of choice for programmers worldwide.

If you want more detailed explanation for complex Python concepts, then enroll in our FREE python program!

N

Nitika Sharma 28 Mar 2024