Transistors can also be thought of as switches that turn on or off the flow of electrons. At this level,…
Continue ReadingUnsupervised Feature Learning
Unsupervised Feature LearningConnor ShortenBlockedUnblockFollowFollowingFeb 2Deep Convolutional Networks on Image tasks take in Image Matrices of the form (height x width x…
Continue ReadingData Scientist Is Still a Hot Job and Pays Well Too
According to Burtch Works, a recruiting agency, data scientists typically have some fluency in one or more programming languages used…
Continue ReadingSuper Bowl Snacks and IBM Watson AI: A Winning Combination
Super Bowl Snacks and IBM Watson AI: A Winning CombinationRaphael SacksBlockedUnblockFollowFollowingFeb 1With the Super Bowl this weekend, there is so…
Continue ReadingIs Alphastar really impressive?
Is Alphastar really impressive?Stefano SolimitoBlockedUnblockFollowFollowingFeb 2You might go online and find headlines like “Alphastar goes 10:1 against human pros”, “Alphastar…
Continue ReadingPredicting Kickstarter Campaign Success with Gradient Boosted Decision Trees: A Machine Learning Classification Problem
Predicting Kickstarter Campaign Success with Gradient Boosted Decision Trees: A Machine Learning Classification ProblemRiley PredumBlockedUnblockFollowFollowingFeb 2I was surfing data. world…
Continue ReadingThree steps for a successful machine learning project
Having a concrete question you’re focused on answering allows you to clearly define your objective function and helps you identify…
Continue ReadingModeling cumulative impact — Part I
The fitness-fatigue model characterizes both as exponentially decaying quantities of the form:g(t) = k * exp(-t / τ),where k is…
Continue ReadingStatistics is the Grammar of Data Science — Part 3/5
Statistics is the Grammar of Data Science — Part 3/5Statistics refresher to kick start your Data Science journeySemi KoenBlockedUnblockFollowFollowingFeb 2This is the 3rd article…
Continue ReadingPredicting Premier league standings — putting that math to some use
That means more the number of shots a team makes, the lesser points it will be likely to achieve ????.…
Continue ReadingThe New Dawn of AI: Federated Learning
The New Dawn of AI: Federated LearningDemocratized and Personalized AI, with Privacy by DesignDr. Santanu BhattacharyaBlockedUnblockFollowFollowingJan 27We predict growth and adoption…
Continue ReadingReview: DCN — Deformable Convolutional Networks, 2nd Runner Up in 2017 COCO Detection (Object Detection)
Review: DCN — Deformable Convolutional Networks, 2nd Runner Up in 2017 COCO Detection (Object Detection)With Deformable Convolution, Improved Faster R-CNN and R-FCN,…
Continue ReadingFive Ways Your Safety Depends on Machine Learning
Note: This article is based on a transcript of The Dr. Data Show episode, “Five Ways Your Safety Depends on…
Continue ReadingSoviet license plates and Kolmogorov complexity
That depends on what class of operators you allow. You could trivialize the game by applying the fractional part operation…
Continue ReadingTowards Noise Robust Machine Learning
How did we evolve to become noise robust agents?Invariant RepresentationsPerhaps the answer lies in how we represent data. One possible…
Continue ReadingDueling Neural Networks
The Turing Test. Think of the networks as playing the guessing game of whether it is a real or fake.…
Continue ReadingHot Dog or Not? A lesson on image classification using convolutional neural networks
That’s 43,200 numbers that it’s taking in. The hidden layer identifies edges and color clusters and much more. For example,…
Continue ReadingAre NFL Referee Crews Biased?
Are NFL Referee Crews Biased?Examination of Referee Tendencies and Biases in the National Football LeagueJacob KleinBlockedUnblockFollowFollowingJan 30By: Thompson Bliss, Connor Daly, Jacob…
Continue ReadingDigging on deep data: a real-world global treasure hunt
Digging on deep data: a real-world global treasure huntDigging on deep data: a real-world global treasure huntYhana LucasBlockedUnblockFollowFollowingJan 31Can data scientists make…
Continue ReadingThe Data Driven Partier: Movie Mustache
As always, the code seen here can be viewed in its entirety on my GitHub. The placement of this mustache…
Continue ReadingPredicting Irish electricity consumption with neural networks
Predicting Irish electricity consumption with neural networksIn this example, neural networks are used to forecast energy consumption of the Dublin City…
Continue ReadingIt’s Time to Ditch Google Analytics
It’s Time to Ditch Google AnalyticsIn the last year, a swell of privacy-focused website analytics platforms have started to provide…
Continue ReadingPreliminary thoughts on Voynichese Part of Speech tagging
Preliminary thoughts on Voynichese Part of Speech taggingMarco PonziBlockedUnblockFollowFollowingFeb 1Software tools for unsupervised Part of Speech (POS) tagging have been around…
Continue ReadingTesting random code
For example, simulation algorithms, like those used in various types of computational modelling, are often non-deterministic: they want to perform…
Continue ReadingBuild your own Neural Network-2: Our first neural network architecture
In order to do so, we need a labeled data from which the neural network can learn from. We call…
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