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Large-Scale Data Analytics with Python and Spark
- A Hands-on Guide to Implementing Machine Learning Solutions
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- 15 December 2023
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- 23 November 2023
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1 - Introduction
- from Part I - Understanding and Dealing with Big Data
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- Large-Scale Data Analytics with Python and Spark
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- 15 December 2023
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- 23 November 2023, pp 3-18
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Part I - Understanding and Dealing with Big Data
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- Large-Scale Data Analytics with Python and Spark
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- 15 December 2023
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- 23 November 2023, pp 1-42
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Index
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- Large-Scale Data Analytics with Python and Spark
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- 23 November 2023, pp 373-378
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6 - Machine Learning with Spark
- from Part III - Machine Learning for Big Data
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- 23 November 2023, pp 177-211
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Contents
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- Large-Scale Data Analytics with Python and Spark
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- 23 November 2023, pp vii-x
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2 - MapReduce
- from Part I - Understanding and Dealing with Big Data
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- Large-Scale Data Analytics with Python and Spark
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- 23 November 2023, pp 19-42
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9 - Advanced Examples: Semi-supervised, Ensembles, Deep Learning Model Deployment
- from Part III - Machine Learning for Big Data
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- Large-Scale Data Analytics with Python and Spark
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- 23 November 2023, pp 305-368
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Dedication
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- 23 November 2023, pp v-vi
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3 - Hadoop
- from Part II - Big Data Frameworks
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- Large-Scale Data Analytics with Python and Spark
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- 23 November 2023, pp 45-67
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Part III - Machine Learning for Big Data
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- Large-Scale Data Analytics with Python and Spark
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- 15 December 2023
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- 23 November 2023, pp 175-368
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7 - Machine Learning for Big Data
- from Part III - Machine Learning for Big Data
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- Large-Scale Data Analytics with Python and Spark
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- 23 November 2023, pp 212-253
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Part II - Big Data Frameworks
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- Large-Scale Data Analytics with Python and Spark
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- 23 November 2023, pp 43-174
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4 - Spark
- from Part II - Big Data Frameworks
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- 23 November 2023, pp 68-108
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Bibliography
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- 23 November 2023, pp 369-372
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Copyright page
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- Large-Scale Data Analytics with Python and Spark
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- 23 November 2023, pp iv-iv
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8 - Implementing Classical Methods: k-Means and Linear Regression
- from Part III - Machine Learning for Big Data
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- Large-Scale Data Analytics with Python and Spark
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- 23 November 2023, pp 254-304
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Preface
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- 23 November 2023, pp xi-xvi
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5 - Spark SQL and DataFrames
- from Part II - Big Data Frameworks
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- Large-Scale Data Analytics with Python and Spark
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- 23 November 2023, pp 109-174
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