Data Science
This is a guide for machine learning model evaluation metrics.
Learn how to evaluate the model performance using the 8 popular measures.
This is a guide to a successful data science pipeline.
Learn the step-by-step procedure of building your data science projects with this tutorial.
This is a quick tutorial for SQL database management for beginners.
Learn and Master essential SQL commands with this guide with examples.
This is a practical guide to the cross-validation method in machine learning.
Learn how to validate your model efficiently with a Python sklearn example.
This is a complete tutorial to the decision tree model and algorithm in machine learning.
Learn how to create predictive trees with Python example.
This is a tutorial for statistics for data science. Learn essential statistical concepts as a data analyst or data scientist with this practical guide.
This is a quick tutorial to learn Python pandas for data science, machine learning. Learn how to better manipulate and analyze data with this guide.