Data Science Series

📊 Practical Data Science Series

This page provides companion resources, including source code (Jupyter Notebooks), datasets, and environment configuration files used in the examples for the books of Practical Data Science Series .

📘 Practical Data Analysis and Visualization with Python

Data Exploration, Visualization, and Scalable Data Processing

Note: The datasets of ‘flights’ and ‘taxi’ are not included in this zipped resource file due to itheir large size, and they can also easily downloaded online following the guide in the book.

📘 Practical Data Modeling and Machine Learning with Python

From Data Preparation to Model Evaluation and Optimization
data-model-resources.7z
size: 7.22 MB

📘 Advanced Data Modeling and Forecasting with Python

Time Series, Advanced Modeling, and Real-World Systems
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