Machine Learning & Artificial Intelligence Course
This course provides hands-on experience in building, explaining, and deploying machine learning models for binary classification, covering data preparation, feature engineering, model training, interpretability, and ethical deployment practices.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Machine Learning and Artificial Intelligence Course offers a quick, hands-on way from basic data to strong prediction models. You will learn how to load, clean, and check data, do exploratory analysis, create features, and handle two-class problems using logistic regression, decision trees, and random forests. Gain skills in explaining models, reporting, basic deployment, watching performance, and following ethical ways so you can release models that bring real results.
Elevify advantages
Develop skills
- Build clean ML datasets: load, check, and prepare real product data quickly.
- Engineer predictive features: code, adjust scale, and pick signals that improve performance.
- Train and tune classifiers: logistic, trees, and forests with good checking.
- Explain model decisions: SHAP, feature importance, and simple visuals for stakeholders.
- Deploy and monitor models: release prototypes, track changes, and improve with 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 classes are perfect. I purchased the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the extra videos really help with learning.
Giulio CarloPrompt Engineering Student
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