Machine Learning & Deep Learning Workshop (9th & 10th Nov 2024)

Description

Machine Learning & Deep Learning Workshop (9th & 10th Nov 2024)

Workshop Details:

• Date: 9th & 10th Nov 2024
• Time: 2 pm – 6 pm
• Duration: 8hrs
• Age group: 18+

What we will cover:

Day 1 (9th Nov 2024)

• 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.

Day 2 (10th Nov 2024)

• Prerequisites: Python and basic machine learning knowledge.
• TensorFlow Basics:Introduction to TensorFlow concepts and essential functions like tf.data, tf.Variable, tf.Tensor, and tf.keras.
• Regression Model:Build and evaluate a regression model using TensorFlow with metrics such as MSE, MAE, and R-squared.
• Classification Model: Implement a binary or multiclass classification model with TensorFlow, assessing performance using accuracy, precision, recall, and F1 score.

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 are required.