Implementing SOPs to establish expectations, maintain quality performance, and drive continuous…Over the last few years of hiring help to assist with the day to day of my management company, I’ve learned its good practice to take the…Dec 13, 2020Dec 13, 2020
Neural Network Regularization with ExampleRegularization helps reduce variance in neural networks by penalizing for complexity. Complexity leads to over-fitting in that it reduces…Nov 29, 2020Nov 29, 2020
Exploratory Data Analysis with the NLTK Library“NLTK is a leading platform for building Python programs to work with human language data.” — Natural Language Toolkit (NLTK)…Nov 22, 2020Nov 22, 2020
Model Explanations Using LIMEThe data for this walkthrough was originally downloaded from this kaggle dataset, which references a study published by Cell which can be…Nov 8, 2020Nov 8, 2020
Training a Model with PCA-Extracted FeaturesPrincipal component analysis, or PCA, is a dimensionality reduction technique for Unsupervised Learning. It compresses a dataset into a…Nov 1, 2020Nov 1, 2020
Cost Function, and Gradient DescentThe best fit line that goes through a scatter plot can be generalized in the following equation:Oct 25, 2020Oct 25, 2020
Using Object Oriented Programming to interface with an SQL DatabaseFor this example we will use a sample SQLite database called “Chinook” which you can download from…Oct 18, 2020Oct 18, 2020
Tableau IntroductionTableau has become one of the most popular business intelligence tools in the world. It allows non-technical users to visualize their data…Oct 11, 2020Oct 11, 2020
