Time Series Forecasting Course
This course teaches practical time series forecasting techniques using ARIMA, Prophet, and ML models to create production-ready sales forecasts.
flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This Time Series Forecasting Course provides a quick, practical route from raw daily sales data to dependable, production-ready forecasts. You will clean and validate data, create strong calendar and event features, use ARIMA, exponential smoothing, Prophet, and modern ML models, adjust and assess them with solid backtesting, and ultimately deploy, monitor, and share forecasts that improve planning choices.
Elevify advantages
Develop skills
- Clean time series data: ingest, validate, and impute daily sales quickly.
- Build solid ARIMA, SARIMA, and ETS baselines with proper diagnostics.
- Create calendar, lag, and promo features that enhance forecast accuracy.
- Apply ML forecasters like Prophet and gradient boosting to sales series.
- Evaluate, deploy, and monitor forecasts that guide inventory decisions.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workloadWhat our students say
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André FelipePrompt Engineering Student
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