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Python for Data Science For Dummies By John Paul Mueller, Luca Massaron PDF

Download Book : Python for Data Science For Dummies By John Paul Mueller, Luca Massaron PDF
Informations about the book:

TitlePython for Data Science For Dummies 

AuthorJohn Paul Mueller, Luca Massaron

Size: 9.7MB

Format: PDF

Year: 2015

Pages: 435

Book Contents:

Part I: Getting Started with Python for Data Science
Chapter 1: Discovering the Match between Data Science and Python 
Chapter 2: Introducing Python’s Capabilities and Wonders
Chapter 3: Setting Up Python for Data Science
Chapter 4: Reviewing Basic Python
Part II: Getting Your Hands Dirty with Data
Chapter 5: Working with Real Data
Chapter 6: Conditioning Your Data
Chapter 7: Shaping Data
Chapter 8: Putting What You Know in Action
Part III: Visualizing the Invisible
Chapter 9: Getting a Crash Course in MatPlotLib
Chapter 10: Visualizing the Data
Chapter 11: Understanding the Tools
Part IV: Wrangling Data 
Chapter 13: Exploring Data Analysis
Chapter 14: Reducing Dimensionality
Chapter 15: Clustering
Chapter 16: Detecting Outliers in Data
Part V: Learning from Data
Chapter 17: Exploring Four Simple and Effective Algorithms 
Chapter 18: Performing Cross‐Validation, Selection, and Optimization
Chapter 19: Increasing Complexity with Linear and Nonlinear Tricks
Chapter 20: Understanding the Power of the Many
Part VI: The Part of Tens
Chapter 21: Ten Essential Data Science Resource Collections
Chapter 22: Ten Data Challenges You Should Take


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