🐍 Python Mastery: From Basics to Advanced 💻
About Course
Python Mastery: From Basics to Advanced” is your ultimate guide to mastering the Python programming language. Whether you’re a complete novice or an experienced developer looking to expand your skill set, this course has something for everyone.
Starting from the fundamentals, you’ll learn the core concepts of Python syntax, data types, and control structures. Through hands-on exercises and real-world examples, you’ll gain a solid understanding of how to write clean, efficient Python code.
As you progress, the course delves into more advanced topics such as object-oriented programming, file handling, and error handling. You’ll explore best practices for building modular and reusable code, empowering you to tackle complex projects with confidence.
But we don’t stop there. This course goes beyond the basics to cover advanced Python features and libraries, including web development with Django, data analysis with pandas, and machine learning with scikit-learn. With practical projects and guided tutorials, you’ll see how Python can be applied to solve a wide range of problems in various domains.
By the end of the course, you’ll have the skills and knowledge to tackle any Python project with ease. Whether you’re building web applications, analyzing data, or diving into machine learning, “Python Mastery: From Basics to Advanced” will equip you with the tools you need to succeed in today’s competitive tech industry.
What Will You Learn?
- In "Python Mastery: From Basics to Advanced," you'll learn:
- 1. Foundational Concepts: Understand the fundamentals of Python programming, including variables, data types, operators, and control structures.
- 2. Object-Oriented Programming (OOP): Master the principles of OOP, including classes, objects, inheritance, polymorphism, and encapsulation.
- 3. File Handling: Learn how to read from and write to files, manipulate file contents, and work with directories in Python.
- 4. Error Handling: Discover techniques for handling errors and exceptions gracefully in your Python code, ensuring robustness and reliability.
- 5. Modular Programming: Explore the power of modular programming in Python, including creating and importing modules, packages, and organizing code for reusability.
- 6. Advanced Features: Dive into advanced Python features such as list comprehensions, lambda functions, decorators, and generators to write more concise and elegant code.
- 7. Web Development with Django: Build dynamic web applications using Django, a popular web framework for Python, and learn about models, views, templates, and routing.
- 8. Data Analysis with pandas: Utilize the pandas library to manipulate and analyze tabular data efficiently, perform data cleaning, aggregation, and visualization.
- 9. Machine Learning with scikit-learn: Gain an introduction to machine learning using scikit-learn, a powerful library for building and training machine learning models in Python.
- 10. Project-Based Learning: Apply your newfound skills to real-world projects, including web development, data analysis, and machine learning, to reinforce learning and enhance your portfolio.
- By the end of this course, you'll have a comprehensive understanding of Python programming and its applications in various domains, empowering you to tackle a wide range of projects with confidence and proficiency.
Course Content
Introduction
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Course Structure
03:00
Installing Python
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Installing Python On Windows
03:06 -
Installing Python On Linux
05:00 -
Meeting Idle Take A Tour Of The Python Interactive Developer Environment Ide
10:00
Variables Simple Little Boxes
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Section Overview
02:00 -
What Is A Mutable
08:07 -
Updating Our Script
07:56 -
Section Review
02:35 -
Exercise
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Quiz
The 123s Numbers In Python
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Section Overview
02:30 -
Basic Arithmetic Floats And Modulo
12:00 -
Ordering Operations Using Brackets
05:00 -
Project 1 Crafting A Health Potion Part 1
11:30 -
Project 1 Crafting A Health Potion Part 2
10:53 -
Fun With The Python Math Module Optional
10:02 -
Section Review
03:16
The abcs How To Use- Strings To Handle Text In Python
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Section Overview
03:21 -
Hello World
09:12 -
18 Project 2 Hello You Part 1 Project Overview
01:41 -
Project 2 Hello You Part 2 Collecting Data
10:40 -
Project 2 Hello You Part 3 String Formatting
09:49 -
Cool String Methods Part 1
11:12 -
Cool String Methods Part 2
09:55 -
Project 3 Email Slicer Part 1 What Are Slices
11:05 -
Project 3 Email Slicer Part 2 Automated Slices
05:37 -
Project 3 Email Slicer Part 3 Making The Slicer
07:57 -
Section Review
04:00 -
Exercise 1
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Exercise 2
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Exercise 3
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Exercise 4
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Exercise 5
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Quiz
Logic And Conditional Flow
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Section Overview
02:39 -
Booleans Comparison Operators
08:41 -
If Statements
11:31 -
Python Logical Operators Part 1 Not And 1
09:40 -
Python Logical Operators Part 2 Or Operator
08:22 -
Section Review
02:39 -
Exercise
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Logical Operators Quiz
Python Datastructures
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Section Overview
02:14 -
What Are Lists
13:17 -
Project 4 Travis The Ridiculous Security System Part 1
07:53 -
Project 4 Travis The Ridiculous Security System Part 2
09:23 -
Project 4 Travis The Ridiculous Security System Part 3
04:47 -
More Ways To Add Items To Lists
10:50 -
Tuples
08:20 -
Dictionaries Part 1 What Are Dictionaries
10:46 -
Dictionaries Part 2 Build A Rough And Ready Database
09:44 -
Project 5 Cinema Simulator
14:23 -
Section Review
03:34
Going Loopy Loops In Python
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Section Overview
02:14 -
While Loops
10:57 -
Project 6 Baby Conversation Simulator
08:41 -
For Loops Part 1
08:59 -
For Loops Part 2
06:32 -
List Comprehensions
05:53 -
Project 7 Pig Latin Translator Part 1
04:01 -
Project 7 Pig Latin Translator Part 2
15:43 -
Section Review
02:56
Getting Funky Functions In Python
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Section Overview
00:53 -
What Are Functions
10:37 -
Variable Scope Part 1
09:53 -
Variable Scope Part 2
08:39 -
Keyword Arguments And Default Parameters
09:20 -
Packing Unpacking Using Args And Kwargs
14:48 -
Project 8 Tic Tac Toe Game Part 1
10:04 -
Project 8 Tic Tac Toe Game Part 2
13:35 -
Section Review
03:38 -
Exercise
Object Oriented Programming (OOP)
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Section Overview
01:40 -
Objects And Classes What Are They
04:20 -
Project 9 Make Your Own Coin Part 1
06:45 -
Project 9 Make Your Own Coin Part 2
14:12 -
Project 10 Make All The Coins Part 1
16:18 -
Project 10 Make All The Coins Part 2
16:52 -
Project 11 Make Your Own Bank
12:18 -
Section Review
05:54
Course Completion Certificate
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