Machine Learning Beginner Course
Launch your machine learning journey with practical Python coding, scikit-learn tools, and vital performance metrics. Master building, optimising, and understanding models to deploy intelligent features, enhance prediction accuracy, and drive informed decisions across your technology initiatives. This course equips beginners with core skills for real-world data projects spanning over 20 hours of guided content.
flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
Gain foundational machine learning expertise through this beginner-friendly programme. Explore supervised classification techniques, train-test splits, cross-validation methods, and essential evaluation metrics including accuracy, precision, recall, and F1-score. Hands-on practice with Python, NumPy, pandas, and scikit-learn to develop logistic regression, k-NN, and decision tree models, perform feature engineering, conduct reliable experiments, and deliver reproducible, well-documented outcomes efficiently.
Elevify advantages
Develop skills
- Develop ML classifiers using logistic regression, k-NN, and decision trees swiftly.
- Prepare robust ML datasets with pandas, encoding techniques, and scaling methods.
- Train models and assess performance via scikit-learn, metrics, and cross-validation.
- Optimise model results by refining features, addressing class imbalance, and metrics.
- Deliver reproducible ML workflows through structured experiments, seeds, and environments.
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 got 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 supplementary videos really help with learning.
Giulio CarloPrompt Engineering Student
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