Stacy Gathu articles - 8 total
An Introduction to Fundamental Libraries in Python for Data Science.
Getting started with learning Python as a data scientist can feel overwhelming, with new jargon...
Regression with CART trees.
CART stands for Classification And Regression Trees. The algorithm builds binary trees, where every...
Classification evaluation metrics.
We need various metrics to evaluate our models based on what we wish to achieve from our...
A short summary of data protection, privacy and ethics.
Data Protection This involves securing data from loss, theft, corruption, or unauthorized access....
The Ultimate Guide to Data Analytics.
Data analytics is the process of examining and interpreting large datasets to uncover hidden...
Feature Engineering Ultimate Guide.
Feature engineering can be defined as the process of selecting, extracting and transforming raw data...
Understanding Your Data: The Essentials of Exploratory Data Analysis
Exploratory data analysis is the process by which we try to gain an understanding of the data we want...
The Ultimate Guide to Data Analytics: Techniques and Tools
The first time I heard the phrase data scientist will be the sexiest job of the 21st century, I was...