Overview
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Master essential Python data science libraries in this comprehensive video tutorial spanning nearly 8 hours. Dive deep into NumPy for high-performance numerical computations, Pandas for data manipulation and analysis, and create compelling visualizations using Matplotlib, Seaborn, and Plotly. Explore machine learning fundamentals with Scikit-learn, perform advanced statistical computations with SciPy, and learn testing best practices with PyTest. Build graphical user interfaces using Tkinter and apply your knowledge by creating a Tic Tac Toe game from scratch. Through practical demonstrations and hands-on examples, gain proficiency in these fundamental tools that form the backbone of modern data science workflows.
Syllabus
- Python NumPy
- Python Pandas
- Python Matplotlib
- Python Seaborn
- Plotly Python
- Scikit Learn
- Scipy in Python
- PyTest
- Python Tkinter
- Tic Tac Toe Python Game
- Summary
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