Deep Learning Demystified
Overview
Deep Learning Demystified is your introduction to the powerful world of neural networks. This course covers the architecture, training methods, and real-world uses of deep learning. With approachable code labs using TensorFlow and Keras, you’ll learn to build and test models for images, text, and more. The focus on hands-on learning ensures that theoretical concepts are paired with industry-relevant practice, culminating in a major project to showcase your knowledge.
- Understand the foundations and architecture of neural networks and deep learning models.
- Build, train, and evaluate models using TensorFlow and Keras for images, text, and other data types.
- Apply deep learning techniques through real-world projects and a final capstone model.
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Foundations of Deep Learning
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Architecture of Neural Networks
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Types of Deep Learning Models
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Getting Started with TensorFlow/Keras
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Applications and Case Studies
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Capstone Project
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Deep Learning Demystified
AED2,000.00