Put everything together in one end-to-end project: frame the questions, check the data, explore, build a forecasting model and write a four-line board report with actions. Chapter 17 of 18 in Data Science for Beginners 2026, a free full course from PM Techhub. IN THIS VIDEO • Five steps of a real project • Load and sanity-check the data • Findings that become actions • A forecasting model with a random forest THE FULL COURSE (watch in order) 1. What Is Data Science 2. Python Basics 3. Lists, Dictionaries and Files 4. NumPy 5. Pandas 6. Data Cleaning 7. Data Visualization 8. SQL 9. Statistics 10. Probability 11. Exploratory Data Analysis 12. Hypothesis Testing and A/B Tests 13. Machine Learning Concepts 14. Regression 15. Classification 16. Clustering 17. Capstone Project 18. Storytelling and Careers Every chapter runs real Python code on one story: Sam's coffee shops, Bean Street Coffee. You get quick-check quizzes and a try-it-yourself task in every video. Next: Chapter 18, Storytelling and Careers. Subscribe to PM Techhub so you do not miss the next chapter. #DataScience #Python #DataScienceForBeginners
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