Release v1.1.0 - November 08, 2025

Version 1.1.0 (2025-11-08)

This release expands the repository's educational scope by introducing new coding resources, interactive data science notebooks, and a dedicated section highlighting published Medium articles. Minor typos in the main README file have also been fixed.

Upgrade Steps

• No action required for users; all additions are documentation and learning-based.

Breaking Changes

• None

New Features

• Added Advanced Python Interview Questions and Answers
• Added Python Engineering Design Principles
• Added Exploratory Data Analysis (EDA)
• Published new Medium article: 10 Must-Know Pandas Tricks Every Data Science Beginner Should Learn
• Published new Medium article: The First Step to Becoming a Data Scientist
• Improved Installation Tools section by removing outdated content and adding clearer explanations with direct hyperlinks to essential tools.
• Added Featured Articles on Medium section in the main README to showcase published programming and tech articles for increased engagement and visibility.

Bug Fixes

• Fixed several typos in the main README file.
• Corrected minor hyperlink issues and Markdown inconsistencies in documentation.

Performance Improvements

• Optimized Markdown and notebook readability for better GitHub preview and Colab execution.

Other Changes

• Beginner-friendly guides include hands-on examples in Google Colab for practical learning.
• Streamlined visuals and repository structure for a cleaner GitHub presentation.

Release v1.0.0 - October 04, 2025

New Additions

• Added Telling Stories With Data
• Added Advanced Python Interview Questions (Sept 21)
• Added Python Interview Questions (September Edition)
• Added 10 Must-Know Pandas Tricks for Data Science Beginners

Notes

• This release expands the Python Interview Prep and Data Science sections.
• All new materials include practical examples and explanations for better understanding.