John CanqueLinear Model Selection Continued: Shrinkage and Dimension Reduction MethodsThis is a continuation of a previous blog that talked about choosing optimal linear models. We’ve really focused on the power of least…Jun 2, 2020Jun 2, 2020
John CanqueESG Data Science ProjectsEnvironmental, social, and governance investing is one of the fastest-growing sectors within financial services. It’s a welcome growth for…May 26, 2020May 26, 2020
John CanqueLinear Model SelectionThe linear model has distinct advantages in terms of inference and is often competitive when compared to non-linear models in real-world…May 19, 2020May 19, 2020
John CanqueResampling Methods for Data ScientistsStatistics would not exist if we had the population data for most of our questions. Resampling is a way to make estimates of data from…May 11, 2020May 11, 2020
John CanqueClassification Techniques for Data ScienceThe difference between qualitative and quantitative. While we are familiar with most things being quantitative (dollars in a bank account…May 4, 2020May 4, 2020
John CanqueMultiple Linear Regression For Data ScienceLast week we looked at simple linear regression and it’s great for predicting when just looking at a single variable. So what happens when…Apr 28, 2020Apr 28, 2020
John CanqueLinear Regression For Data ScienceOut of all the available models to implement for a data set, the least sexy of all of them might be linear regression. It is often the…Apr 21, 2020Apr 21, 2020
John CanqueBig O Notation For Data ScientistsWhen I first heard of Big O notation, I was in the midst of learning a flurry of different programming and database lessons that I could…Apr 13, 2020Apr 13, 2020
John CanqueThe Future Of FinanceIt is easy to see how far technology has gone and imagine that we are living in the best time possible. It’s probably the same thing…Apr 7, 2020Apr 7, 2020
John CanquePython and RSo you just learned Python, but it seems like jobs are looking for someone with experience in R, Java, and C. I can’t help with the latter…Mar 30, 2020Mar 30, 2020