The ambiguity surrounding Artificial Intelligence is legion. The majority of enterprise proclamations of AI are simply applications of machine learning.…
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Key Trends Framing the State of AI and ML
In this special guest feature, Rachel Roumeliotis, Vice President of Content Strategy at O’Reilly Media, provides a deep dive into…
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Making Matplotlib Beautiful By DefaultUse Seaborn to control Matplotlib defaults (and forget that…Music By NumbersHow To Evaluate Unsupervised Learning ModelsJust how different are…Music By NumbersGenerating…
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Introduction “What’s the difference between supervised learning and unsupervised learning?” This is an all too common question among beginners and…
Continue ReadingHow to Apply Self-Supervision to Tabular Data: Introducing dfencoder
How to Apply Self-Supervision to Tabular Data: Introducing dfencoderDenoising autoencoders for the everyday data scientist. Michael KlearBlockedUnblockFollowFollowingJun 26In 2016, Facebook’s…
Continue ReadingSimplifying Google AI’s Best Paper at ICML 2019 on Unsupervised Learning
And decrypting these best papers from ICML 2019 has been an eye-opener for me. I love going through these papers…
Continue ReadingBut, What Exactly Is AI?
But, What Exactly Is AI?A simple answer to a complex questionRich FolsomBlockedUnblockFollowFollowingJun 10For years, people viewed computers as machines which can perform…
Continue ReadingA Beginner’s Guide to Machine Learning
A Beginner’s Guide to Machine LearningShaurya BhandariBlockedUnblockFollowFollowingFeb 24(Easy, plain English explanations accompanied by the math, code, and real life problem examples)“Karma…
Continue ReadingIndustries Making the Best Competitive Use of AI in 2019
Robert Lee, Vice President & Chief Architect for Pure Storage Robert Lee: Financials, industrial/manufacturing, transportation and retail are among the industries…
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https://bit. ly/2sLdYKYIt is absolutely vital that the dataset we use meets this criteria because if it doesn’t we will basically…
Continue ReadingTop Highlights from the Amazing Machine Learning Tutorials Presented at NeurIPS (NIPS) 2018
Table of Contents Automatic Machine Learning Common Pitfalls for Studying the Human Side of Machine Learning Statistical Learning Theory:…
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Cohen, Ruslan Salakhutdinov, Yann LeCunSupervising Unsupervised LearningOne major issue with Unsupervised learning is that there is no straightforward way to…
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