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- Improved Installation Tools section by removing outdated content and adding clearer explanations with direct hyperlinks to essential tools.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.