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Molin, Stefanie
2019
Table of Contents:
“...Hands-on data analysis with Pandas : efficiently perform data collection, wrangling, analysis, and visualization using Python -- Dedication -- Foreword -- Contributors -- Table of Contents -- Preface -- Section 1: Getting Started with Pandas -- Chapter 1...”2019
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Sasaki, Kai
2019
Table of Contents:
“... -- Chapter 5: Classification with Logistic Regression -- Chapter 6: Unsupervised Learning -- Chapter 7: Sequential Data Analysis -- Chapter 8: Dimensionality Reduction -- Chapter 9: Solving the Markov Decision Process -- Section 3: Productionizing Machine Learning...”2019
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Rossant, Cyrille
2018
Table of Contents:
“...: High-Performance Computing -- Chapter 6: Data Visualization -- Chapter 7: Statistical Data Analysis -- Chapter 8: Machine Learning -- Chapter 9: Numerical Optimization -- Chapter 10: Signal Processing -- Chapter 11: Image and Audio Processing -- Chapter 12...”2018
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Taieb, David
2018
Table of Contents:
“...Data analysis with python : a modern approach -- Contributors -- Table of Contents -- Preface -- Chapter 1: Programming and Data Science - A New Toolset -- Chapter 2: Python and Jupyter Notebooks to Power your Data Analysis -- Chapter 3: Accelerate your...”2018
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Petrou, Theodore
2017
Table of Contents:
“... -- Preface -- 1. Pandas Foundations -- 2. Essential DataFrame Operations -- 3. Beginning Data Analysis -- 4. Selecting Subsets of Data -- 5. Boolean Indexing -- 6. Index Alignment -- 7. Grouping for Aggregation, Filtration, and Transformation -- 8. Restructuring...”2017
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