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Dedication
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Dedication
by Peter Morgan
Machine Learning Is Changing the Rules
Acknowledgments
A Machine Learning Report
What Is a Disruptor, in Business Terms?
What Is Machine Learning?
Some Examples of Machine Learning (Industry Use Cases)
Healthcare
Finance
Transportation
Technology
Energy
Science
How Businesses Can Get Started in Machine Learning
Why Big Data Is the Foundation of Any Machine Learning Initiative
What Is a Data Scientist?
Automation of the Data Science Life Cycle
The Build-Versus-Buy Decision
Buying a Commercial-Off-the-Shelf Solution
Languages
Open Source Machine Learning Solutions
Additional Machine Learning Frameworks
Open Source Deep Learning Frameworks
Commercial Open Source
AI as a Service (Cloud Machine Learning)
Data Science Notebooks
Pros and Cons of Machine Learning Open Source Tools
Looking Ahead: Emerging Technologies
Conclusions: Start Investing in Machine Learning or Start Preparing to be Disrupted
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Machine Learning Is Changing the Rules
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Acknowledgments
Dedication
To Richard, Fernando, and Ilona; kindred spirits.
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