ML Course
This course offers a hands-on introduction to machine learning, covering the full pipeline from data preparation to model deployment and monitoring.
from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
This ML Course provides a quick, hands-on route from unprocessed customer data to dependable models. You'll learn dataset profiling, exploratory data analysis, data cleaning, feature engineering, and managing missing values or class imbalance. Construct and assess baseline models, grasp essential metrics, enhance performance, and strategise for deployment, monitoring, and explainability to ensure your predictions remain precise and useful over time.
Elevify advantages
Develop skills
- Practical ML workflow: design customer-focused prediction pipelines quickly.
- Data prep mastery: clean, encode, scale and balance real-world datasets.
- Baseline modelling: build and validate linear and logistic regression swiftly.
- Model evaluation: select metrics, adjust thresholds, and interpret diagnostics.
- Deployment-ready ML: explain models, monitor drift, and conduct simple A/B tests.
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 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 interest without needing to change platforms... I'm grateful 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
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Course in PDF