Summary: As a profession we do a pretty poor job of agreeing on good naming conventions for really important parts of our professional lives. “Machine Learning” is…Blog Machine Learning – Can We Please Just Agree W 18 Likes Help with Data Lake Hiya, My present employer is interested in hearing about other people's experience in setting up and getting practical value out of a data lake architecture. Reason being is that we're presently run… Discussion Help with Data Lake 1 Like RandomForest for imbalanced classes Hi everybody, here's a summary of my study followed with few question on randomforest Population : 3300 observables, minority class 150 observables (~4%) Predictors : ~70 , just 1 numerical, all othe… Discussion RandomForest for imbalanced classes 1 Like GDPR and Internet Security: are they Incompa… In order to detect intrusion, bots, spammers, scammers, and fight Internet crime in general, you need to store and monitor a number of metrics for a certain amount of time, at the individual level (n… Discussion GDPR and Internet Security: are they Incompa… 2 Likes AI: Miniaturization of Robots Maybe this seems like science fiction, but I was wondering if some companies are developing robots that are so small, that they are about the size of a virus. You could imagine a swarm of robotic vir… Discussion AI: Miniaturization of Robots 1 Like Will all that data in the hands of Google or… Two years ago Google X, the moonshot lab within Google prepared a speculative 9 minute video for in-house consumption called "The Selfish Ledger". Recently the video was leaked and found its way ont… Discussion Will all that data in the hands of Google or… 1 Like
Summary: We’re stuck. There hasn’t been a major breakthrough in algorithms in the last year. Here’s a survey of the leading contenders for that next major…Blog What Comes After Deep Learning 14 Likes Add column values as new row conditionally I csv data file in below format: 1: 101 102 2: 103 104 105 3: 106 107 I want result as below in R Value id 101 1 102 1 103 2 104 2 105 2 106 3 107… Discussion Add column values as new row conditionally 1 Like What tools can make data scientists more pro… What do you think? Below is my answer. Using tools that your competitors are not using, or developing ad-hoc solutions, and mastering them, is more important than the tool itself. Home-made solutions… Discussion What tools can make data scientists more pro… 1 Like Machine learning or laughing? Amazon’s Alexa
It’s one thing to believe that Amazon’s Alexa is constantly listening to us, but quite another to worry that she’s laughing at what she hears.
Users of Alexa-enabled…Blog Machine learning or laughing? Amazon’s Alexa 1 Like Research Problem for PhD Student I have enrolled for PhD and am looking for some known Research problem (or suggestion) in the area of Artificial Intelligence / Machine Learning / Predictive Analytics. Do you think, you can help me… Discussion Research Problem for PhD Student 2 Likes Data Analytics Research Project for Students Hi All, I am an MSc Data Analytics student, who is looking for a research project for the final year thesis. I have two ideas in mind, one idea is in line with the prediction of a natural disaster, a… Discussion Data Analytics Research Project for Students 1 Like Is it better to overpredict, or underpredict? Weather predictions are notoriously difficult for the Seattle area. I have seen many instances in which snow was predicted (say 1 to 3 inches) while the actual amount was much smaller. I assume that… Discussion Is it better to overpredict, or underpredict? 2 Likes What is the role of Statistics in the develo… I have been recently asked (by a theoretical computer scientist): “What is the role of Statistics in the development of Theoretical Data Science?” I think this is a fundamental question. If you have… Discussion What is the role of Statistics in the develo… 1 Like Which Programming Language to Choose?
Great infographics on how to choose the right language for you to learn. Originally posted…Blog Which Programming Language to Choose? 5 Likes Free Guide: Interpretable Machine Learning
A Guide for Making Black Box Models Explainable, by Christoph Molnar.
Machine learning has a huge potential to improve products, processes and research. But…
Summary: The Magic Quadrant for Advanced Analytic and ML Platforms is just out and there are some big changes in the leaderboard. Not only are there some surprising…Blog Advanced Analytics Platforms – Big Changes in 7 Likes