What is Python, Uses of Python and Why is Python so Popular?
In this video, we're going to take a look at what Python is, its history and why it's such a popular programing language today.
Course Outline:
Introduction to Python:
- Overview of Python, its history, and why it's a popular programming language
- Setting up a development environment
- Hands-on exercise: Setting up a development environment and running the first Python program
Basic Syntax:
- Understanding variables and data types
- Basic operators and expressions
- Conditional statements and loops
- Hands-on exercise: Creating a reusable function for finding the factorial of a number
Functions and Modules:
- Defining and calling functions
- Importing and using modules
- Hands-on exercise: Creating a to-do list application using lists
Data Structures:
- Lists, Tuples, and Dictionaries
- Understanding how to manipulate and access data in these structures
- Hands-on exercise: Creating a program that reads a CSV file and performs some calculations
File Handling:
- Opening, reading, and writing files in Python
- Understanding file modes and file handling methods
- Hands-on exercise: Creating a program that simulates a bank account using classes and objects
Object-Oriented Programming:
- Understanding classes and objects
- Defining and using methods
- Inheritance and polymorphism
- Hands-on exercise: Creating a program that simulates a bank account using classes and objects
Exception Handling:
- Understanding exceptions and how to handle them in Python
- Try-except blocks and raising exceptions
- Hands-on exercise: Creating a program that performs division and handle the exception when a denominator is zero
Advanced Topics
- Regular Expressions
- Decorators
- Generators
- Hands-on exercise: Creating a program that performs a search in a text file using regular expressions
Web Development:
- Introduction to web development with Python
- Understanding web frameworks such as Django, Flask and Pyramid
- Hands-on exercise: Creating a basic web application using Flask
Data Analysis and Visualization:
- Introduction to data analysis and visualization with Python
- Understanding libraries such as NumPy, pandas, and Matplotlib
- Hands-on exercise: Creating a program that performs data analysis and visualization of a dataset
Scientific computing and engineering:
- Introduction to Scientific computing and engineering with Python
- Understanding libraries such as SciPy, SymPy
- Hands-on exercise: Creating a program that performs numerical calculations and optimization
AI and Machine Learning:
- Introduction to AI and Machine Learning with Python
- Understanding libraries such as Tensorflow, Keras, PyTorch
- Hands-on exercise: Creating a program that performs image classification using a pre-trained model
Playlist:
1 :- What is Python and why is so popular : • What is Python, Uses of Python and Wh...
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