
The Complete Machine Learning Pack (+21 Labs)
1 month of Skillshare
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About this product
Aymen El Kani
software engineer
Learn Machine Learning step-by-step with guided Google Colab Labs + exercises
Stop starting from scratch. Get the complete Machine Learning toolkit for the price of a coffee.
You are learning Data Science, but remembering every parameter for a Random Forest is difficult. And does the term "Backpropagation" make you want to close your laptop?
I have bundled the entire code library from my paid Machine Learning course
✅ All 28 Production Labs: Machine Learning (ML), SVM, Decision Trees, K-Means, XGBoost, PCA, and Capstone Projects.
✅ All Professional Cheat Sheets:
Training Linear & Logistic Regression Models.
Supervised Learning Models.
Evaluating & Validating Models.
- 📦 What is inside the Complete Toolkit?
- Module 1: Regression & Classification Foundations
- Labs 1-3: Linear, Multiple, and Logistic Regression.
Includes specific code for cleaning data and feature scaling.
Module 2: Advanced Supervised Learning
- Labs 4-9: Decision Trees, Random Forests, XGBoost, SVM, and KNN.
- Learn when to use which model.
Module 3: Unsupervised Learning
- Labs 10-13: K-Means Clustering, PCA, and Dimensionality Reduction.
- Module 4: Evaluation & Tuning Masterclass
- Labs 14-18: Grid Search, Cross-Validation, and Pipelines.
Stop guessing parameters—let the code find the best ones for you.
- Module 5: The Capstones
- 🏆 2 Full-Scale Real-World Practice Projects.
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