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Enjoy data science articles on various topics such as Machine Learning, AI, Statistical Modeling, Python Programming.
Logistic Regression Example in Python: Step-by-Step Guide
Follow to build your Logistic model
This is a practical, step-by-step example of logistic regression in Python.
Learn how to implement the model with a hands-on and real-world example.
8 popular Evaluation Metrics for Machine Learning Models
How to check the ML model performance?
This is a guide for machine learning model evaluation metrics.
Learn how to evaluate the model performance using the 8 popular measures.
7 steps to a successful Data Science Pipeline
What do data scientists do in practice?
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.
Quick SQL Database Tutorial for Beginners
Learn SQL from zero to HERO
This is a quick tutorial for SQL database management for beginners.
Learn and Master essential SQL commands with this guide with examples.
Practical Guide to Cross-Validation in Machine Learning
With an example of Python sklearn
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.
Decision Tree Model in Machine Learning: Practical Tutorial with Python
Learn and Master the Decision Tree Algorithm from scratch
This is a complete tutorial to the decision tree model and algorithm in machine learning.
Learn how to create predictive trees with Python example.