Data Science Educational Resources
StrataScratch is a data science educational platform with over 1,000+ real interview questions from your favorite companies.
Modeling Articles, Tutorials & Interview Questions
A Comprehensive Overview of 3 Popular Machine Learning Models
Where to start with machine learning and all its algorithms? Here’s a comprehensive overview of ML approaches and the most popular algorithms you can begin with.
Nathan Rosidi -
Overview of Machine Learning Algorithms: Regression
An overview of one of the most fundamental machine learning algorithms: Regression Algorithm.Nathan Rosidi -
Overview of Machine Learning Algorithms: Classification
Let's discuss the most common use case "Classification algorithm" that you will find when dealing with machine learning.Nathan Rosidi -
Machine Learning Algorithms Explained: Anomaly Detection
What is anomaly detection in machine learning? This in-depth article will give you an answer by explaining how it is used, its types, and its algorithms.Nathan Rosidi -
Questions To Help You Practice For Your Data Science Interview
An overview of the types of questions in a Data Science interview along with the hands on practice using our platform.Nathan Rosidi -
Machine Learning Engineer Interview Questions
Are you a machine learning engineer looking for a new job? Find out what kind of questions major tech companies ask the candidates for this very position!Nathan Rosidi -
Decision Tree and Random Forest Algorithm Explained
In this article, we’re going to deeply address everything related to the Decision Tree algorithm and its extension “Random Forest algorithm”.Nathan Rosidi -
Supervised vs Unsupervised Learning
Supervised and unsupervised learning: the two approaches that we should know in the world of machine learning.Nathan Rosidi -
A Resource Guide to Jump-Start Your Own Data Science Projects
A very into-detail guide on the data science project components and the resources for jump starting your very own project.
Abhishek Ramesh -
Overview of Machine Learning Algorithms: Unsupervised Learning
This article is useful to help you get more familiar with the unsupervised learning algorithms in machine learning.Nathan Rosidi -
A/B Testing Data Science Interview Questions Guide
How to answer A/B testing Data Science interview questions in a way that makes you stand out from the rest.Nathan Rosidi -