TracyreneeHow to use sklearn’s feature importance attribute to select less importance featuresIn my most recent post I reviewed a research paper that explained why tree based models tend to outperform deep learning models when making…14h ago14h ago
TracyreneeResearch paper review: Why do tree based models still outperform deep learning on tabular data?In a recent post I performed a code review on a Kaggle playground competition using sklearn’s ExtraTreesClassifier. That post can be found…2d ago2d ago
TracyreneeStatistics Interview Question: Name the different types of variables and give examples of themI work with variables a lot in my data science research. Programming languages such as Python, R, and Java make variables quite easy to…4d ago4d ago
TracyreneeSometimes sklearn outperforms tensorflow when making predictions on tabular dataI have of late been using Tensorflow whenever I can in an attempt to become proficient in using this library. In Kaggle’s playground…Jun 8Jun 8
TracyreneeCalculate Root Mean Squared Error in ExcelI recently made a code review and received a message asking me how to calculate root mean squared error (RMSE) from data in Excel.Jun 6Jun 6
TracyreneeStatistics interview question: What is the difference between descriptive and inferential…Any person who wants to excel in data science must be well versed in statistics because this field is the bedrock of the subject.Jun 6Jun 6
TracyreneeBook review: A Programmer’s Introduction to MathematicsA few months ago a friend gifted me the book, ‘A Programmer’s Introduction to Mathematics’, written by Keremy Kun. I put the book aside…May 29May 29
TracyreneeCan you predict the price of bitcoin using a linear regression model?This may very well be my last post on predicting bitcoin prices (for a while anyway) becauseIi have covered several different models that…May 211May 211
TracyreneeCan you predict bitcoin prices using sklearn’s MLPRegressor?I have been spending the last several blog posts working on how to make predictions on bitcoin because there are so many models that can be…May 191May 191
TracyreneeDoes a LSTM outperform a RNN when predicting bitcoin prices?In the last several posts I have been discussing the different frameworks that can be used to make predictions on bitcoin. One model that I…May 18May 18