Should CEOs Learn To Code? Yes!
What makes a great CEO? First of all, the answer to that question depends on who raises it: An investor will likely come up with a different answer than an employee. What...
Home » You searched for Data Science Central
Search Results for: Data Science Central
Python machine learning libraries
Introduction This blog is a part of the learn machine learning coding basics in a weekend . We recommend the book Python Data Science Handbook by Jake VanderPlas There ar...
Tutorial: Statistical Tests of Hypothesis
This article is a solid introduction to statistical testing, for beginners, as well as a reference for practitioners. It includes numerous examples as well as illustratio...
And Monty Hall Went Bayesian…
In practice, the Data Scientist wants to know which formula they will write in their Excel sheet when they enter all the data available into it: Bayes’ or usual? The an...
Math You Don't Need to Know for Machine Learning
Grab a copy of The Elements of Statistical Learning (“the machine learning bible”) and you might be a little overwhelmed by the mathematics. For example, thi...
How to Configure the Number of Layers and Nodes in a Neural Network
This article was written by Jason Brownlee. Artificial neural networks have two main hyperparameters that control the architecture or topology of the network: the numbe...
What Are Machine Learning Models Hiding?
This article was written by Vitaly Shmatikov. Machine learning is eating the world. The abundance of training data has helped ML achieve amazing results for object reco...
Wheel Of Fortune – Bayesian Inference
PREFACE Previously, I tackled the Gambler’s Ruin problem using conditional probability and difference equations as well as visualising the simulations of the proble...
Top takeaways from R Studio conf 2019
Introduction During the most recent decade, the force originating from both the scholarly community and industry has lifted the R programming language. Also, they have wo...
5 Minute Analysis: Simplifying Iowa Liquor Sales
In this 5 Minute Analysis we’ll preprocess, map, and explore complicated sales data for liquor stores in Iowa. Then we’ll extract the relevant latitude and longit...