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Data Science and Analytics with Python 1st Edition Jesus Rogel-Salazar

Name: Data Science and Analytics with Python 1st Edition Jesus Rogel-Salazar
SKU: EB-6998478
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Data Science and Analytics with Python 1st Edition Jesus Rogel-Salazar Digital Instant Download

Author(s): Jesus Rogel-Salazar

ISBN(s): 9781498742092, 1498742092

Edition: 1

File Details: PDF, 31.02 MB

Year: 2017

Language: English

SKU: EB-6998478 Category: Computers - Databases Tags: 1351647717, 9781351647717, Analytics with Python, Data Science, Jesus Rogel-Salazar

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Product details:

ISBN-10 : 1351647717
ISBN-13 : 9781351647717
Author : Jesus Rogel-Salazar

Data Science and Analytics with Python is designed for practitioners in data science and data analytics in both academic and business environments. The aim is to present the reader with the main concepts used in data science using tools developed in Python, such as SciKit-learn, Pandas, Numpy, and others. The use of Python is of particular interest, given its recent popularity in the data science community. The book can be used by seasoned programmers and newcomers alike.

Table of contents:

1 Trials and Tribulations of a Data Scientist

2 Python: For Something Completely Different

3 The Machine that Goes “Ping”: Machine Learning and Pattern Recognition

4 The Relationship Conundrum: Regression

5 Jackalopes and Hares: Clustering

6 Unicorns and Horses: Classification

7 Decisions, Decisions: Hierarchical Clustering, Decision Trees and Ensemble Techniques

8 Less is More: Dimensionality Reduction

9 Kernel Tricks up the Sleeve: Support Vector Machines

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