This is a complete tutorial for the random forest in machine learning.
Learn how to improve your decision tree with ensembling with Python sklearn example.
This is a practical example of Twitter sentiment data analysis with Python. Learn how to get public opinions with this step-by-step guide.
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.
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 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.
with a practical online course
lectures + projects
based on real-world datasets