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 purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you 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 that I don't need.
Mariana FerresPhotography Student
I like the content and the way of presentation and video transcription, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot in learning.
André FelipePrompt Engineering Student
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