Building Deep Learning Applications with Keras 2.0
Become an AI and Machine Learning Specialist, Part II,
Keras is a popular programming framework for deep learning that simplifies the process of building deep learning applications. Instead of providing all the functionality itself, it uses either TensorFlow or Theano behind the scenes and adds a standard, simplified programming interface on top. In this course, learn how to install Keras and use it to build a simple deep learning model. Explore the many powerful pre-trained deep learning models included in Keras and how to use them. Discover how to deploy Keras models, and how to transfer data between Keras and TensorFlow so that you can take advantage of all the TensorFlow tools while using Keras. When you wrap up this course, you'll be ready to start building and deploying your own models with Keras.
Contents:
- Introduction
- 1. Keras Overview
- 2. Setting Up Keras
- 3. Creating a Neural Network in Keras
- 4. Training Models
- 5. Pre-Trained Models in Keras
- 6. Monitoring a Keras model with TensorBoard
- 7. Using a Trained Keras Model in Google Cloud
- Conclusion
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| Rating | Not enough ratings |
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| Length | 1h 24m |
| Starts | On Demand (Start anytime) |
| Cost | $29/month (Access to entire library- free trial available) |
| From | LinkedIn Learning |
| Instructor | Adam Geitgey |
| Download Videos | Only via the LinkedIn Learning mobile app |
| Language | English |
| Subjects | Programming Data Science IT & Networking |
| Tags | Machine Learning IT Big Data TensorFlow Keras |
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| Rating | Not enough ratings |
|---|---|
| Length | 1h 24m |
| Starts | On Demand (Start anytime) |
| Cost | $29/month (Access to entire library- free trial available) |
| From | LinkedIn Learning |
| Instructor | Adam Geitgey |
| Download Videos | Only via the LinkedIn Learning mobile app |
| Language | English |
| Subjects | Programming Data Science IT & Networking |
| Tags | Machine Learning IT Big Data TensorFlow Keras |
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