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Building Smart Models: Your First Steps in Machine Learning (9th Nov 2024)
Workshop Details:
- Date: 9th Nov 2024
- Time: 2 pm - 6 pm
- Age group: 16+
What we will cover:
- Scikit-learn Basics: Introduction to essential functions for datasets, preprocessing, model building, and evaluation.
- Regression Models: Build and evaluate regression models using metrics like MSE, MAE, and R-squared.
- Classification Models: Implement classification algorithms and assess performance with accuracy, precision, recall, and F1 score.
- Clustering Models: Explore unsupervised learning with K-means, evaluating clusters using inertia, silhouette score, and Davies-Bouldin index.
To Learn More click here!
Note: This is a hands-on workshop. We will share the list of required software once you register. No kits required.
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Description
Building Smart Models: Your First Steps in Machine Learning (9th Nov 2024)
Workshop Details:
- Date: 9th Nov 2024
- Time: 2 pm - 6 pm
- Age group: 16+
What we will cover:
- Scikit-learn Basics: Introduction to essential functions for datasets, preprocessing, model building, and evaluation.
- Regression Models: Build and evaluate regression models using metrics like MSE, MAE, and R-squared.
- Classification Models: Implement classification algorithms and assess performance with accuracy, precision, recall, and F1 score.
- Clustering Models: Explore unsupervised learning with K-means, evaluating clusters using inertia, silhouette score, and Davies-Bouldin index.
To Learn More click here!
Note: This is a hands-on workshop. We will share the list of required software once you register. No kits required.
