Ayush Parashar: Cloud has been a big factor in helping businesses to innovate. To compete, especially around AI right now,…
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Let’s assume our data has p inputs and a response for each of N observations. To construct a regression tree:Consider…
Continue ReadingA neural network can learn to organize the world it sees into concepts—just like we do
GANs, or generative adversarial networks, are the social-media starlet of AI algorithms. They are responsible for creating the first AI…
Continue ReadingAmericans want to regulate AI but don’t trust anyone to do it
In 2018, several high-profile controversies involving AI served as a wake-up call for technologists, policymakers, and the public. The technology…
Continue ReadingOpioid overdoses could be prevented by an app that listens to breathing
The opioid epidemic in the US kills 115 Americans every day, with fentanyl by far the biggest killer. Per year,…
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Noam Chomsky, the philosopher, cognitive scientist, historian, social critic, and father of modern linguistics, has authored over 1,000 articles and…
Continue ReadingOptimizing Neural Networks — Where to Start?
This result is already very close to the state-of-the-art accuracy on this dataset. Creating the ModelTo be able to test different…
Continue Reading5 Steps of a Data Science Project Lifecycle
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Continue ReadingHypothesis Analysis Explained
If the answer is Yes then use Z statistics, otherwise use Student T statistics. Each of the test statistics have…
Continue ReadingHyperNEAT: Powerful, Indirect Neural Network Evolution
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Continue ReadingProblem Solving With SQL
Maybe this was the only way you knew how to solve this problem. Take a moment and think about how…
Continue ReadingGatekeeping and Elitism in Data Science
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Continue ReadingCold Start Energy Predictions
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Continue ReadingUnderstanding how to explain predictions with “explanation vectors”
Understanding how to explain predictions with “explanation vectors”Pol FerrandoBlockedUnblockFollowFollowingJan 10In a recent post I introduced three existing approaches to explain…
Continue ReadingArticle | “AI and Machine Learning for Clinical Trials – Examining 3 Current Applications”
The majority of AI use-cases and emerging technologies for clinical trials appear to center around three primary applications: Patient Recruitment:…
Continue ReadingFive Crucial Features Your Big Data Visualization Tool Should Possess
Click to learn more about author Vaibhav Shah. Images communicate better than words. This isn’t new for any of us…
Continue ReadingHow Blockchain Will Disrupt Data Science: 5 Blockchain Use Cases in Big Data
How Blockchain Will Disrupt Data Science: 5 Blockchain Use Cases in Big DataSalih SARIKAYABlockedUnblockFollowFollowingJan 5Blockchain and Big Data are among the…
Continue ReadingCore Principles of Sustainable Data Science, Machine Learning and AI Product Development: Research as a core driver
Because most probably no one ever tried building a model or try a modelling task using your dataset and you might…
Continue Reading4 Myths of Big Data and 4 Ways to Improve with Deep Data
By Stephen Smith, Eckerson Group. The hype over big data is on the wane. The cloud, Hadoop and their variants…
Continue ReadingQrash Course: Deep Q Networks from the Ground Up in 10 Minutes
Qrash Course: Deep Q Networks from the Ground Up in 10 MinutesShaked ZychlinskiBlockedUnblockFollowFollowingJan 9This article assumes no prior knowledge in Reinforcement…
Continue ReadingViral Fashion, Networks & Statistical Physics
One possible explanation is simple: Zetsche’s influence over what is appropriate is so great that his action single handedly changed…
Continue ReadingLearn Enough Docker to be Useful
Just check out this book. Google’s second definition for Metaphor is what we want:a thing regarded as representative or symbolic of…
Continue ReadingA Billion Rows A Second
For most computers, it’s an impossibility. So we want to convert our files into a format that Vaex loves (HDF5)…
Continue ReadingClassification using Decision Trees
IntroductionData Scientists use machine learning techniques to make predictions under a variety of scenarios. Machine learning can be used to…
Continue ReadingProjecting Unicode to ASCII
Sometimes you need to downgrade Unicode text to more restricted ASCII text. For example, while working on my previous post,…
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