Artificial Intelligence
The AI Toolkit & Your First Hands-On Wins
The AI Toolkit & Your First Hands-On Wins is a course in AI & Machine Learning Mastery: From Zero to Practitioner. 10 lessons covering Why Python? The Language That Runs the AI World; pandas Essentials — Mastering Data Wrangling for ML; Data Visualisation — Seeing What Your Data Is Telling You.
10 published lessons · Online learning · Part of Learn & Grow
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What this course covers
- Why Python? The Language That Runs the AI World · 12 min
- pandas Essentials — Mastering Data Wrangling for ML · 13 min
- Data Visualisation — Seeing What Your Data Is Telling You · 12 min
- Your First Classification Model — End-to-End in scikit-learn · 14 min
- Model Evaluation Deep Dive — Metrics That Actually Matter · 14 min
- Your First Regression Model — Predicting Continuous Values · 13 min
- scikit-learn Pipelines — Production-Ready ML From Day One · 14 min
- Handling Class Imbalance — When One Class Is Rare · 13 min
- Hyperparameter Tuning in Practice — From Grid Search to Optuna · 13 min
- Deploying Your First ML Model — From Notebook to API · 15 min
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This course belongs to AI & Machine Learning Mastery: From Zero to Practitioner. Explore the full academy to see the other courses in this learning path.
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