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AI for Tech

Time Series in Machine Learning

Understanding temporal patterns is essential for real-world decision-making. In this hands-on program, you’ll learn to analyze time series, extract meaningful patterns, create machine learning features, and build forecasts that support business operations.
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Become confident applying ML forecasting techniques, even with no prior IT experience.
Duration
30 hours
Level
Intermediate
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Key Program Takeaways

Foundations of time series
Learn to work with temporal data, identify trends and seasonality, and understand how time-dependent behavior affects forecasting.
From raw series to ML-ready features
Turn time series into usable tabular data by resampling, creating lag-based features, and preparing datasets for regression modeling.
Practical forecasting workflows
Build machine learning models that predict real values over time and evaluate accuracy using structured metrics.

Who is this program for

This course is built for:
People with no IT background who want to understand applied forecasting with ML.
Teams interested in data analysis, demand prediction, or operational forecasting.
Beginners who want to take their first steps in ML with a practical, business-oriented use case.
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Recommended prerequisites

Comfortable learning new analytical skills from scratch.
Familiar with basic spreadsheets (optional).
No prior coding or ML experience is required.

Modules Overview

7 Modules
Module 1. Course overview
Module 2. Entry Assessment
Module 3. Time Series Analysis
Module 4. Time Series Forecasting With Machine Learning
Module 5. Course Project
Module 6. Final Assessment
Module 7. Conclusion

Get in Touch!

You’re just one email away from transforming your company! Our team will reach out to understand your strategic objectives and craft a tailored solution thatmeets your specific needs.
Fill in the form
Learn about our product
Get a personalized offer for your business needs

Or email us at business.academy@nebius.com

We will reach out to understand your objectives and craft a solution that means to you