Python Tutorial: Setting Up Development Environment
Python Tutorial: In this video, we will go over the steps to set up a development environment for Python on your computer.
Python Tutorial Playlist:
1 :- What is Python and why is so popular : • What is Python, Uses of Python and Wh...
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
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