An Introduction to Bayesian Reasoning
An Introduction to Bayesian Reasoning You might be using Bayesian techniques in your data science without knowing it! And if you’re not, then it could enhance the p...
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Linear regression in Python: Using numpy, scipy, and statsmodels
The original article is no longer available. Similar (and more comprehensive) material is available below. Example of underfitted, well-fitted and overfitted models Con...
Top 6 Data Science Use Cases in Design
Nowadays, industries are privileged by the opportunity to apply data science to reach new heights in their efficiency, productiveness, and overall success. The range of t...
Surprising Uses of Synthetic Random Data Sets
I have used synthetic data sets many times for simulation purposes, most recently in my articles Six degrees of Separations between any two Datasets and How to Lie wit...
Surprising Uses of Synthetic Random Data Sets
I have used synthetic data sets many times for simulation purposes, most recently in my articles Six degrees of Separations between any two Datasets and How to Lie with p...
Want to be data-driven? Better start thinking about DataOps
Everyone’s talking data. Data is the key to unlocking insight, the secret sauce that will help you get predictive, the fuel for business intelligence. The transformativ...
Common Errors in Machine Learning due to Poor Statistics Knowledge
Probably the worst error is thinking there is a correlation when that correlation is purely artificial. Take a data set with 100,000 variables, say with 10 observations. ...
Wrestling with Data Science “Second Surgeries”? Try MVE!
Please join me in Las Vegas at Hitachi Vantara’s NEXT 2019 in October where I’ll be talking about data lake “second surgeries” – viva, baby. Data science has b...
Multilevel Modelling of U.S. Home Loan Data
The housing market has undergone quite a change in the past decade, with more stringent lending criteria for housing having been enforced. A key objective of financial in...
Exploratory Data Analysis with Python
In addition to being the sexiest job of the twenty-first century, Data Science is new electricity as quoted by Andrew Ng. A lot of professionals from various discipline...