Deep Learning Essentials: Classification & Regression with TensorFlow Keras (10th Nov 2024)

Deep Learning Essentials: Classification & Regression with TensorFlow Keras (10th Nov 2024)

Workshop Details:

• Date: 10th Nov 2024
• Time: 2 PM - 6 PM
• Age Group: 18+

What we will cover:

• 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.

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Note: This is a hands-on workshop. We will share the list of required software once you register. No kits are required.