The Non-Technical Guide to Machine Learning and Artificial Intelligence

Machine learning and artificial intelligence (ML and AI) have seized Tech mindshare in a way few topics have in recent memory. A couple months ago I noticed people talking about artificial…

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Mathematics of Machine Learning

In the last few months, I have had several people contact me about their enthusiasm for venturing into the world of data science and using Machine Learning (ML) techniques to probe statistical regularities and build impeccable data-driven products. Howeve... (more…)

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Fairness in Machine Learning [slides]

Legally recognized ‘protected classes’ Race (Civil Rights Act of 1964); Color (Civil Rights Act of 1964); Sex (Equal Pay Act of 1963; Civil Rights Act of 1964); Religion (Civil Rights Act of 1964); National origin (Civil Rights Act of 1964); Citizenship ... (more…)

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Amazon and Nvidia Simplify Machine Learning

NVIDIA Volta GPUs are now publicly available and easy to use on Amazon Web Services. NVIDIA announced the NVIDIA GPU Cloud ML software repository, and Amazon announced a new 8 GPU P3 instance to host Machine Learning, delivering nearly a trillion Ops/Seco... (more…)

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