This category includes data science tutorials.
This is the ultimate guide to data cleaning in Python.
Learn practical techniques on how to clean your data efficiently.
This is a practical guide to imbalanced data in machine learning classification.
Learn techniques and get better predictions in Python.
This is a tutorial to top Python data visualization libraries.
Learn how to choose with this post with example code and chart.
This is a practical tutorial to send emails using Python.
Learn how to send plain text to HTML with attachment emails with smtplib and email.
This is a comprehensive guide to Python reporting.
Learn how to generate HTML, Excel, PDF reports automatically with Python tools.
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 step-by-step tutorial for web scraping in Python.
Learn how to get the data from websites with the powerful beautiful soup library.
with a practical online course
lectures + projects
based on real-world datasets