DSC Webinar Series: Deep Learning – Introduction to Neural Networks
Deep Learning has shown tremendous success, but what makes it so special? What are neural networks, and how do they work? What are the differences between popular Deep Le...
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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...
Best books on Artificial Intelligence and Deep Learning for October 2018
Advanced Deep Learning with Keras A comprehensive guide to advanced deep learning techniques, including Autoencoders, GANs, VAEs, and Deep Reinforcement Learning, that...
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...
Getting Started with NLP: Simple Topic Modeling in R (Part 1)
What is NLP? Natural Language Processing (NLP) can be simply defined as teaching an algorithm to read and analyze human (natural) languages just like the human brain does...
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...
Top 10 Data Science Use Cases in Insurance
The insurance industry is regarded as one of the most competitive and less predictable business spheres. It is instantly related to risk. Therefore, it has always been de...