Elements of Modern Data Science, AI, Big Data and ML
Guest blog post by Michael Li, Head of Analytics and Data Science at LinkedIn. I’m sure everyone who has been following tech industry news knows about “big data” an...
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44 Original Data Science and Machine Learning Articles
Written exclusively for Data Science Central, by Vincent Granville. These articles are intended for non-experts, written in simple English, and particularly suited for pr...
Simple Trick to Prevent Cambridge Analytica and Others to Hack into Facebook Data
Cambridge Analytica was caught tampering with elections by exploiting Facebook, but chances are that this is the tip of the iceberg, and that many others, including scamm...
Opinion: Is a PhD helpful for a data science career?
The answer to this question is not black and white, and also depends on where you live, what you did during your PhD program, how much time and money you spent on it, wha...
Ajit Jaokar Retrospective: AI, ML, IoT, Data Science Articles
Ajit’s research is focused on Data Science for IoT. He teaches the same at Oxford University and UPM in Madrid (@forumoxford + @citysciences). Ajit is also launchin...
22 Differences Between Junior and Senior Data Scientists
What do experienced data scientists know that beginner data scientists don’t know? Here is a quick overview. Automating tasks. Writing code that writes code. Outsou...
Statisticians, like artists, have the bad habit of falling in love with their models
This is a quote by George E Box. Share if you like it. In short, all models are approximations. All models are wrong, but some are useful. George E Box (18 October 1919 ...
Next Generation Automated Machine Learning (AML)
Summary: Automated Machine Learning has only been around for a little over two years and already there are over 20 providers in this space. However, a new European AM...
27 Great Resources About Logistic Regression
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, c...
Stochastic Processes and New Tests of Randomness – Application to Cool Number Theory Problem
This article is intended for practitioners who might not necessarily be statisticians or statistically-savvy. The mathematical level is kept as simple as possible, yet I ...