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Building Smart Models: Your First Steps in Machine Learning (9th Nov 2024)

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Building Smart Models: Your First Steps in Machine Learning (9th Nov 2024)

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.

$2.15
Building Smart Models: Your First Steps in Machine Learning (9th Nov 2024)
$2.15

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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.