The Mathematics of Machine Learning
Guest blog post by Wale Akinfaderin, PhD Candidate in Physics. In the last few months, I have had several people contact me about their enthusiasm for venturing into t...
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Free Book: Probability and Statistics Cookbook
The format is very similar to a BIG cheat sheet. This cookbook integrates a variety of topics in probability theory and statistics. It is based on literature and in-class...
Free Book: Probability and Statistics Cookbook
The format is very similar to a BIG cheat sheet. This cookbook integrates a variety of topics in probability theory and statistics. It is based on literature and in-class...
Development of AI and its future state
Below is an extract from a 36-page report entitled “Technology and Innovation for the Future of Production: Accelerating Value Creation”, available for free h...
What to look for when hiring an entry-level data scientist?
The question was posted on Quora as “What do you look for when hiring an entry-level data scientist? Would a master’s in Data Science or a bootcamp be beneficial?...
Book: Java Deep Learning Essentials
Book Description AI and Deep Learning are transforming the way we understand software, making computers more intelligent than we could even imagine just a decade ago. Dee...
Math Challenge: Computing the Average Rotational Speed of Earth
Or of any celestial body. Here I discuss a solution that can be explained to high school students, to get them interested in mathematics, statistics and probabilities. A ...
R for Big Data in One Picture
This picture originally posted here covers the following topics: Basic stack Integrated platforms Visualization Data formats Large & out-of-memory data Hadoop Glue A...
Difference between Machine Learning, Data Science, AI, Deep Learning, and Statistics
In this article, I clarify the various roles of the data scientist, and how data science compares and overlaps with related fields such as machine learning, deep learning...
20 Great Blogs Posted in the last 12 Months
This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published. These articles are at least 6 mont...