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Applied Deep Learning with Python
book

Applied Deep Learning with Python

by Alex Galea, Luis Capelo
August 2018
Intermediate to advanced
334 pages
7h 20m
English
Packt Publishing

Overview

Apply your Python programming skills to master the field of data science with this engaging and practical guide. "Applied Deep Learning with Python" takes you through everything you need to know-from foundational concepts to deploying production-ready deep learning systems using TensorFlow and Keras.

What this Book will help me do

  • Learn how to clean and process datasets to prepare them for deep learning applications.
  • Explore a variety of machine learning algorithms and apply them effectively to classification tasks.
  • Understand the concepts of neural networks, such as convolutional and recurrent architectures.
  • Develop and train deep learning models to predict and analyze real-world data effectively.
  • Deploy your trained deep learning models as a web application with user-friendly interfaces.

Author(s)

None Galea and Luis Capelo None are accomplished educators and practitioners in the field of data science and machine learning. They have years of experience in Python programming and data analysis, teaching learners how to approach complex technical domains step by step. Their approachable and practical writing style makes advanced topics understandable for all readers.

Who is it for?

This book is perfect for Python programmers with basic to intermediate proficiency who are looking to explore data science and deep learning. If you are curious about processing data, building intelligent systems, and using Python for high-impact projects, this book will guide you. Whether you are entering data science from another tech field or are completely new to the domain, this book is accessible and highly practical. Find your way into the exciting world of deep learning with confidence.

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Publisher Resources

ISBN: 9781789804744