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AI for Tech
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AI-Assisted ProgrammingAdvanced SQLBasic SQLBasics of Machine LearningThe Basics of Python for Data Analysis
Machine Learning in BusinessNumerical Methods of Machine LearningSupervised LearningTime Series in Machine LearningData Visualization for Better Business Insights
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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.
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Or email us at business.academy@nebius.com

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AI for Tech

Basics of Machine Learning

Machine learning is transforming how companies analyze data, build products, and make decisions. This program gives learners a clear and practical introduction to core ML concepts using real business tasks and Scikit-learn.
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Build a strong foundation in supervised learning, model evaluation, and practical improvement techniques.
Duration
30 hours
Level
Intermediate

Key Program Takeaways

Train your first real ML models
Learn how supervised learning works by building your first model, understanding variables, and applying the Scikit-learn workflow end-to-end.
Measure and improve model quality
Work with test datasets, evaluate performance with standard metrics, and practice techniques to reduce underfitting and overfitting.
Apply ML in real business scenarios
Solve classification and regression problems, compare algorithms, and use practical methods to select the best model for your task.

Who is this program for

This course is built for:
Learners entering the fields of data, analytics, or machine learning
Professionals who want a structured, beginner-friendly introduction to ML
Teams preparing to deepen their knowledge in model development and evaluation
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Recommended prerequisites

Your team feels comfortable with basic arithmetic and spreadsheet-style calculations
Your teams enjoys learning through examples and step-by-step problem-solving
Your team wants hands-on experience before moving to more advanced ML topics

Modules Overview

9 Modules
Module 1. Course overview
Module 2. Entry Assessment
Module 3. Training Your First Model
Module 4. Model Quality
Module 5. Model Improvement
Module 6. Moving On to Regression
Module 7. Course Project
Module 8. Final Assessment
Module 9. 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