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This book is designed to prepare programmers for machine learning and deep learning TensorFlow topics. Author Oswald Campesato begins with a quick introduction to Python, followed by chapters that discuss NumPy, Pandas, Matplotlib, and scikit-learn. The book contains an assortment of TensorFlow 1.x code samples, including detailed code samples for TensorFlow Dataset, which is used heavily in TensorFlow 2 as well.
<ASIN:1683923618>
Author: Oswald Campesato Publisher: Mercury Learning & Information Date: June 2019 Pages: 200 ISBN: 978-1683923619 Print: 1683923618 Kindle: B07RS49B11 Audience: Python developers interested in TensorFlow Level: Intermediate Category: Artificial Intelligence
- A practical introduction to Python, NumPy, Pandas, Matplotlib, and introductory aspects of TensorFlow 1.x
- Contains relevant NumPy/Pandas code samples that are typical in machine learning topics, and also useful TensorFlow 1.x code samples for deep learning/TensorFlow topics
- Includes many examples of TensorFlow Dataset APIs with lazy operators, e.g., map(), filter(), batch(), take() and also method chaining such operators
- Assumes the reader has very limited experience
- Companion files with all of the source code examples (download from the publisher)
For recommendations of Python books see Books for Pythonistas and Python Books For Beginners in our Programmer's Bookshelf section.
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