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Do you have a WordPress website? What about giving Google Analytics a try? If you are using WordPress, […]
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WordPress Jetpack Plugin
Do you have a WordPress website and if you do, are you using Jetpack? What is Jetpack. At […]
Decision Tree Modelling Introduction
Tree-based machine learning is a type of supervised machine learning that performs classification and regression tasks. It uses […]
Problems in Machine Learning
What are the most common types of problems or challenges that we can use machine learning to help […]
Feature Engineering
Data professionals give careful consideration to all of the variables (columns, features) in their dataset. Machine learning professionals […]
Naive Bayes Introduction
Naive Bayes is a supervised classification algorithm based on Bayes’ theorem with an assumption of independence among predictors. […]
Markdown for Jupyter Notebook
Here below is a very small cheatsheet for some markdown for Jupyter Notebook. Are you working with Jupyter […]
Bayes’ Theorem Introduction
Bayes’ Theorem is an important concept in Data Science. It is widely used in Machine Learning as a […]
Drop a Column in Pandas
How do you delete a column in a pandas DataFrame? In other words, you want to take a […]
Types of Machine Learning
There are several types of machine learning. When considering which type of machine learning model to use, it’s […]
Dates and Times in Pandas
Often the best way to learn something is to just jump in and try it out. Go ahead […]
Data Imputation of Negative Numbers
Exploratory Data Analysis (EDA) has six main practices. The six main practices of EDA are discovering, structuring, cleaning, […]