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State-of-the-Art Deep Learning Models TensorFlow: Modern Machine the Google Colab Ecosystem
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Barnes and Noble
State-of-the-Art Deep Learning Models TensorFlow: Modern Machine the Google Colab Ecosystem
Current price: $79.99
Barnes and Noble
State-of-the-Art Deep Learning Models TensorFlow: Modern Machine the Google Colab Ecosystem
Current price: $79.99
Loading Inventory...
Size: Paperback
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The book begins with an example-driven approach to building input pipelines that feed all machine learning models. You will learn how to provision a workspace on the Colab ecosystem to enable construction of effective input pipelines in a step-by-step manner. From there, you will progress into data augmentation techniques and TensorFlow datasets to gain a deeper understanding of how to work with complex datasets. You will find coverage of Tensor Processing Units (TPUs) and transfer learning followed by state-of-the-art deep learning models, including autoencoders, generative adversarial networks, fast style transfer, object detection, and reinforcement learning.
Author Dr. Paper provides all the applied math, programming, and concepts you need to master the content. Examples range from relatively simple to very complex when necessary. Examples are carefully explained, concise, accurate, and complete. Care is taken to walk you through each topic through clear examples written in Python that you can try out and experiment with in the Google Colab ecosystem in the comfort of your own home or office.