Python for Probability, Statistics, and Machine Learning - Paperback
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Novel integration of mathematics and Python code clarifies abstract concepts for practical understanding
All examples and figures are reproducible using the Python code provided, enabling hands-on learning
Utilizes modern Python modules like pandas, scikit-learn, and TensorFlow for real-world implementations
Includes programming tips to encourage writing quality Python code
Meticulously worked-out numerical examples support deep comprehension
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Report copyright infringement by José Unpingco (Author)
Using a novel integration of mathematics and Python codes, this book illustrates the fundamental concepts that link probability, statistics, and machine learning, so that the reader can not only employ statistical and machine learning models using modern Python modules, but also unders