Premium
Opening Credits
1/2/2025
Introduction
1/2/2025
Part I: Laying the Foundations of Python Mastery
1/2/2025
Chapter 1: Welcome to the Python Mastery Roadmap
1/2/2025
Why Python dominates programming in 2026
1/2/2025
The roadmap mindset: from zero to automation
1/2/2025
Overview of applications: web, data science, AI, scripting, and more
1/2/2025
Tools you’ll need (Python, VS Code, Jupyter, etc.)
1/2/2025
Chapter 2: Setting Up Your Python Workspace
1/2/2025
Installing Python the smart way (Windows, macOS, Linux)
1/2/2025
IDEs vs text editors: choosing what works
1/2/2025
Creating your first Python script
1/2/2025
Navigating errors and running code confidently
1/2/2025
Chapter 3: Python Syntax and Core Concepts
1/2/2025
Variables, data types, and comments
1/2/2025
Operators, expressions, and input/output
1/2/2025
The Zen of Python: writing clean, readable code
1/2/2025
Practice project: "Python Bio Generator" mini app
1/2/2025
Part II: Building Programming Fluency with Python
1/2/2025
Chapter 4: Mastering Control Flow
1/2/2025
If, elif, and else explained
1/2/2025
Looping like a pro: for and while loops
1/2/2025
Control statements: break, continue, pass
1/2/2025
Project: "Even-Odd Checker" and "FizzBuzz Enhancer"
1/2/2025
Chapter 5: Functions and Modular Coding
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Defining and calling functions
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Parameters, return values, and scope
1/2/2025
Lambda functions, map(), filter(), and reduce()
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Project: Build a simple calculator using functions
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Chapter 6: Data Structures Demystified
1/2/2025
Lists, tuples, dictionaries, and sets
1/2/2025
Mutability, indexing, slicing, and nesting
1/2/2025
Real-world usage of each structure
1/2/2025
Project: Contact Book App
1/2/2025
Part III: Leveling Up to Object-Oriented Programming
1/2/2025
Chapter 7: Object-Oriented Programming (OOP) in Python
1/2/2025
Understanding classes, objects, attributes, and methods
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Constructors and magic methods
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Inheritance, encapsulation, and polymorphism
1/2/2025
Project: "Banking System Simulator"
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Chapter 8: Working with Files and Exceptions
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Reading and writing files with open()
1/2/2025
Context managers and best practices
1/2/2025
Handling errors with try-except-else-finally
1/2/2025
Project: Log file analyzer
1/2/2025
Part IV: Intermediate Python Tools and Automation
1/2/2025
Chapter 9: Python Modules and the Standard Library
1/2/2025
Importing modules and creating your own
1/2/2025
Key built-in libraries: datetime, os, random, sys, math
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Using pip and virtual environments
1/2/2025
Project: Daily Task Logger with Timestamping
1/2/2025
Chapter 10: Automate the Boring Stuff with Python
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Web scraping with BeautifulSoup
1/2/2025
Automating files and folders with os and shutil
1/2/2025
Working with Excel and PDFs
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Project: Folder Organizer and Email Parser
1/2/2025
Chapter 11: Working with APIs and JSON
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What APIs are and how to use them
1/2/2025
Parsing JSON and handling requests
1/2/2025
Building a simple REST client
1/2/2025
Project: Weather and Crypto Price Dashboard
1/2/2025
Part V: Real-World Data Science with Python
1/2/2025
Chapter 12: Introduction to Data Science with Python
1/2/2025
Why Python is #1 in data science
1/2/2025
Tools: Pandas, NumPy, Matplotlib, Seaborn
1/2/2025
Data types, series, and data frames
1/2/2025
Project: Analyze COVID-19 dataset
1/2/2025
Chapter 13: Data Cleaning and Visualization
1/2/2025
Handling missing data, duplicates, and outliers
1/2/2025
Grouping, merging, pivoting
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Creating visualizations that tell stories
1/2/2025
Project: Sales Dashboard from CSV
1/2/2025
Chapter 14: Machine Learning Basics
1/2/2025
What is machine learning?
1/2/2025
Scikit-learn overview
1/2/2025
Training your first model (linear regression)
1/2/2025
Project: Predict Housing Prices
1/2/2025
Part VI: Advanced Python and Final Projects
1/2/2025
Chapter 15: Mastering Advanced Python Concepts
1/2/2025
List comprehensions and generator expressions
1/2/2025
Decorators, closures, and context managers
1/2/2025
Multithreading vs multiprocessing
1/2/2025
Project: Multi-threaded Downloader
1/2/2025
Chapter 16: Building Python GUI Applications
1/2/2025
Intro to Tkinter
1/2/2025
Creating buttons, labels, input fields
1/2/2025
Layout management and event handling
1/2/2025
Project: BMI Calculator with GUI
1/2/2025
Chapter 17: Capstone Project – Python Portfolio
1/2/2025
Create a complete automation + data science project
1/2/2025
Combine web scraping, data analysis, and visualization
1/2/2025
Deploy on GitHub and build a portfolio
1/2/2025
Walkthrough: “Stock Market Sentiment Tracker”
1/2/2025
Part VII: The Path Beyond – Lifelong Python Mastery
1/2/2025
Chapter 18: Becoming a Python Pro
1/2/2025
Navigating Python job roles: developer, data analyst, engineer
1/2/2025
Contributing to open-source
1/2/2025
Continuing with Django, Flask, FastAPI, and PyTorch
1/2/2025
Resources for ongoing mastery (books, podcasts, projects)
1/2/2025
Conclusion
1/2/2025
Closing Credits
1/2/2025