Raphael ScholsLearning Naive Bayes: A Simple Example with Political Orientation ClassificationThe Naive Bayes classifiers are a collection of algorithms based on Bayes’ theorem. Despite being “naive” they perform surprisingly well…Jun 24Jun 24
Raphael ScholsUnderstanding Binary Logistic Regression: A Comprehensive Guide to Classification and Parameter…Have you ever wondered how your Outlook knows an e-mail is spam? How does a bank know that a certain transaction is fraudulent? How do…May 30May 30
Raphael ScholsUnveiling the Curve: Exploring Polynomial Regression“Polynomial regression: Because not all relationships are straight lines.” — UnknownApr 13Apr 13
Raphael ScholsDemystifying Machine Learning: Simple Linear RegressionIn today's landscape, machine learning techniques have become accessible through drag-and-drop software solutions and pre-built libraries…Feb 25Feb 25
Raphael Schols“Effective Learning: Why You Should Initiate Your Python Data Projects + 5 Ideas”Learning is an active process. We learn by doing. Only knowledge that is used sticks in your mind — Dale CarnegieSep 11, 2023Sep 11, 2023
Raphael Schols“Captivating Animated Visuals with Python”The greatest value of a picture is when it forces us to notice what we never expect to see — Johwn W. Tuckey.Jul 15, 2023Jul 15, 2023
Raphael ScholsExploring 3 Effective Ways for Data VisualizationThe art and practice of visualizing data is becoming ever more important in bridging the human-computer gap to mediate analytical insight…Jun 17, 2023Jun 17, 2023
Raphael ScholsMovie Data Collection (Part 2 ): Building a movie dataset with PythonThis post demonstrates how to build a movie feature dataset using Python and the OMDb API. It will do this using a list of scraped movie…Mar 12, 2023Mar 12, 2023
Raphael ScholsMovie Data Collection (Part 1): Web Scraping Using PythonWhether you are starting a project for an organization or working on your own project. Upon defining your objective, data collection is one…Mar 1, 2023Mar 1, 2023
