Data Science Revealed: With Feature Engineering, Data Visualization, Pipeline Development, and Hyperparameter Tuning
Author:   Tshepo Chris Nokeri
Publisher:   APress
Edition:   1st ed.
ISBN:  

9781484268698


Pages:   252
Publication Date:   07 March 2021
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Data Science Revealed: With Feature Engineering, Data Visualization, Pipeline Development, and Hyperparameter Tuning


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Author:   Tshepo Chris Nokeri
Publisher:   APress
Imprint:   APress
Edition:   1st ed.
Weight:   0.522kg
ISBN:  

9781484268698


ISBN 10:   1484268695
Pages:   252
Publication Date:   07 March 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Chapter 1: An Introduction to Simple Linear Regression Analysis.- Chapter 2: Advanced Parametric Methods.- Chapter 3: Time Series Analysis.- Chapter 4: High-Quality Time Series Analysis.- Chapter 5: Logistic Regression Analysis.- Chapter 6: Dimension Reduction and Multivariate Analysis Using Linear Discriminant Analysis.- Chapter 7: Finding Hyperplanes Using Support Vectors.- Chapter 8: Classification Using Decision Trees.- Chapter 9: Back to the Classics.- Chapter 10: Cluster Analysis.- Chapter 11: Survival Analysis.- Chapter 12: Neural Networks.- Chapter 13: Machine Learning Using H2O.

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Author Information

Tsheop Chris Nokeri harnesses advanced analytics and artificial intelligence to foster innovation and optimize business performance. He has delivered complex solutions to companies in the mining, petroleum, and manufacturing industries. He completed a bachelor’s degree in information management and graduated with an honors degree in business science at the University of the Witwatersrand on a TATA Prestigious Scholarship and a Wits Postgraduate Merit Award. He also was awarded the Oxford University Press Prize. 

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