Machine Learning - A Practical Guide

Machine Learning is a system that is driven by data, has the ability to learn and improve, by using algorithms that provide insights using "training" these algorithms receive.

Machine Learning - A Practical Guide

Get the Machine Learning e-book.

After reading this book, you will learn:

Preparing data for ML pipelines

Suggestions on end-to-end data and analytic architectures

Use multiple ML frameworks to increase operational efficiency and achieve greater business agility

Types of Machine Learning

Putting the big picture together

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Healthcare

Epidemiology, Prescription and Medical Compliance

Real Estate

Prices, Opportunities, Interest prediction, Recommendations

Banks & Financial Institutions

Trending, Customer acquisition and retention, Churn

Machine Learning
Use Cases by Industry

Retail

Supply chain, market basket, sales prediction

Telecommunications

Capacity planning, churn, service assurance, customer service

Manufacturing

Predictive maintenance, COPQ, On time delivery