In this video
What you'll learn
Why MAPE Fails and How to Choose Better Forecasting Metrics
Why this topic matters
You'll learn from
Valeriy Manokhin
PhD in ML, author & forecasting expert; built Fortune 500 forecasting platforms.
Dr. Valeriy Manokhin—PhD in Machine Learning, bestselling author of Practical Guide to Applied Conformal Prediction in Python, and architect of enterprise-grade Fortune 500 forecasting systems—delivers a career-transforming course that bridges rigorous theory with Python-powered execution. Master modern forecasting, while gaining hands-on experience applying these techniques to real-world datasets. Learn to communicate forecasts that drive multimillion-dollar decisions, quantify risk with confidence, and deploy scalable solutions honed in industries like finance, healthcare, and logistics. Whether you’re a data scientist or ML engineer, his battle-tested methodologies—backed by peer-reviewed research (Springer ML, JMLR)—will empower you to turn predictions into boardroom influence and measurable ROI. Enroll now to code your way from theory to profit.
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