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Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing video, and predicting the properties of potential medicines.
TensorFlow for Deep Learning teaches concepts through practical examples and helps you build knowledge of deep learning foundations from the ground up. It’s ideal for practicing developers with experience designing software systems, and useful for scientists and other professionals familiar with scripting but not necessarily with designing learning algorithms.
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Learn TensorFlow fundamentals, including how to perform basic computation
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Build simple learning systems to understand their mathematical foundations
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Dive into fully connected deep networks used in thousands of applications
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Turn prototypes into high-quality models with hyperparameter optimization
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Process images with convolutional neural networks
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Handle natural language datasets with recurrent neural networks
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Use reinforcement learning to solve games such as tic-tac-toe
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Train deep networks with hardware including GPUs and tensor processing units
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Functional C (International Computer Science Series)
Teaches those already conversant in formulating Algorithms in a functional style, how to program in C and become more proficient in C programming, avoiding common errors and pitfalls. Paper.
The Computer Science Departments of many universities teach a functional language as the first programming language. Using a functional... | | Three Dialogues on Knowledge
The Socratic, or dialog, form is central to the history of philosophy and has been the discipline's canonical genre ever since. Paul Feyerabend's Three Dialogues on Knowledge resurrects the form to provide an astonishingly flexible and invigorating analysis of epistemological, ethical and metaphysical problems. He uses literary... | | The Rational Unified Process An Introduction, Second EditionThe Rational Unified Process is a software engineering process developed and marketed by Rational Software. It is a disciplined approach to assigning and managing tasks and responsibilities in a development organization. The goal of this process is to produce, within a predictable schedule and budget, high-quality software that meets... |
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