Forecasting Technique Course
Acquire hands-on skills in forecasting techniques for monthly sales data. Delve into time series analysis, ARIMA and ETS models, feature engineering, model comparison, and evaluation methods to generate precise 6-month projections that inform superior marketing strategies, inventory control, and revenue growth decisions. This course equips you with tools to transform data into actionable business insights.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Gain expertise in practical forecasting methods to develop dependable 6-month sales forecasts from actual monthly data. This targeted course covers cleaning and validating CSV files, creating calendar and promotion features, implementing ARIMA, ETS, and regression models, assessing performance via backtests, and producing insightful forecast reports to enhance planning, inventory management, and marketing budget allocation.
Elevify advantages
Develop skills
- Time series feature engineering: rapidly construct promotion, calendar, and lag features.
- ARIMA, ETS, and SARIMA modelling: implement, adjust, and evaluate forecasts effectively.
- Forecast assessment: conduct backtests, analyse error metrics, and check residual patterns.
- Machine learning forecasting: utilise tree-based models with lags for reliable short-term gains.
- Operational 6-month forecasting: convert predictions into practical inventory and marketing plans.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What 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 really help with learning.
André FelipePrompt Engineering Student
FAQ
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an online course and how does it work?
PDF Course