Recently Google DeepMind announced AlphaGo Zero — an extraordinary achievement that has shown how it is possible to train an agent to a superhuman level in the… Read More »Deep Learning: AlphaGo Zero Explained In One Picture
Following the original observations of Neural Networks in action; I decided a follow up was needed. In the original blog, ; the smallest neural net… Read More »Inside the black box 2
Linear regression uses Ordinary Least square method to find the best coefficient estimates. One of the assumptions of Linear regression is that the variables are… Read More »Intuition behind Bias-Variance trade-off, Lasso and Ridge Regression
Hold on to your hats data scientists, you’re in for another wild ride. A few months ago, our beloved field of predictive analytics was taken down… Read More »Predictive Analytics Path to Mainstream Adoption
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… Read More »Stochastic Processes and New Tests of Randomness – Application to Cool Number Theory Problem
Making money is very easy from Restaurant but consistency on success run is the difficult part due to various factors like competitors, customer needs in… Read More »Portray Business Plan from Data with Science – “Restaurant”
How good is a certain soccer player? Let’s find out applying Machine Learning to Fifa 18! I’m sure you’ve probably heard about the 2018 FIFA… Read More »Soccer and Machine Learning: 2 hot topics for 2018
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, outliers,… Read More »13 Great Articles About K-Nearest-Neighbors And Related Algorithms
In this article we will review application of clustering to customer order data in three parts. First, we will define the approach to developing the… Read More »Extending churn analysis to revenue forecasting using R
Yet another funny cartoon about data scientists. More cartoons about data science, can be found here. This one was originally posted here. As a bonus,… Read More »The Browser of a Data Scientist
