Intro to Data Science for Managers [Mindmap]
Data science has become an integral part of many modern projects and businesses, with an increasing number of decisions now based on data analysis. The data science indus...
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Learning Mathematics for Data Science
I am halfway through my journey of being enough Mathematically literate to understand and work comfortably with Data Science books, posts, articles and journals. I wrote ...
29 Statistical Concepts Explained in Simple English – Part 3
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
Playing by the Rules
Tokenomics is the economy of this new world. This is a no-holds-barred, in-depth exploration of the way in which we can participate in the blockchain economy. The followi...
20 Cheat Sheets: Python, ML, Data Science, R, and More
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...
Deep Learning Networks: Advantages of ReLU over Sigmoid Function
This was posted as a question on StackExchange. The state of the art of non-linearity is to use rectified linear units (ReLU) instead of sigmoid function in deep neural n...
Using Uncertainty to Interpret your Model
This is a joint post with Inbar Naor. Originally published at engineering.taboola.com. As deep neural networks (DNN) become more powerful, their complexity increases. T...
The Death of the Data Scientist
In 2018 Fast Company declared the Data Scientist the best job for the third year in a row, which I wholeheartedly agree with (besides the Director of Fun at the York Nati...
8 Real-Life Applications of Artificial Intelligence in eCommerce
Amazon is every online retailer’s forbidding nightmare. Last year, it dominated 44 percent of the US eCommerce market and about 4 percent of all domestic retail sales...
Digital Transformation Law #6: It’s About Monetizing the Pain
Will I ever get this digital transformation thing right? The more work I do with clients on their digital transformation initiatives, the more I realize how much I don’...