Python Machine Learning Case Studies Five Case Studies for the Data Scientist /

• Main Author: Haroon, Danish (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2017.
• Subjects: Computer science.; Computer programming.; Programming languages (Electronic computers).; Database management.; Computers.; Computer Science.; Computing Methodologies.; Python.; Big Data.; Programming Languages, Compilers, Interpreters.; Programming Techniques.; Database Management.

Embrace machine learning approaches and Python to enable automatic rendering of rich insights. The book uses a hands-on case study-based approach to crack real-world applications to which machine learning concepts can be applied. These smarter machines will enable your business processes to achieve...

Table of Contents:

• Chapter 1:  Statistics and Probability
• Chapter 2:  Regression
• Chapter 3: Time series models
• Chapter 4: Classification and Clustering
• Chapter 5: Ensemble methods.