Deep learning is a subset of machine learning, in the field of artificial intelligence. It's based on the idea that you can train a machine to learn from examples. A central method of training is through the use of neural networks. Why is it important? This lesson introduces you to TensorFlow, Google's powerful open source software library for deep learning. What you'll learn--and how you can apply it Learn how TensorFlow makes it easy for developers...

Apache Spark is an in-memory framework that allows data scientists to explore and interact with big data much more quickly than with Hadoop. Python users can work with Spark using an interactive shell called PySpark. Why is it important? PySpark makes the large-scale data processing capabilities of Apache Spark accessible to data scientists who are more familiar with Python than Scala or Java. This also allows for reuse of a wide variety of Python...

Publishing Python Packages teaches you how to easily share your Python code with your team and the outside world. Learn a repeatable and highly automated process for package maintenance that’s based on the best practices, tools, and standards of Python packaging. This book walks you through creating a complete package, including a C extension, and guides you all the way to publishing on the Python Package Index. Whether you’re entirely...

Python is one of the most widely used programming languages in the world. It is used everywhere from primary school education to workaday web development, to the most advanced scientific research institutes of the world. However, like all programming languages, Python has a collection of "Pythonic" ways of accomplishing tasks that are easy to overlook, especially when habits are borrowed wholesale from work in other programming languages. Better Python...

Choosing the right data structure is pivotal to optimizing the performance and scalability of applications. This new edition of Hands-On Data Structures and Algorithms with Python will expand your understanding of key structures, including stacks, queues, and lists, and also show you how to apply priority queues and heaps in applications. You'll learn how to analyze and compare Python algorithms, and understand which algorithms should be used for...

Python Essential Reference, Second Edition, is the definitive guide to the Python programming language. Designed for programmers, it covers the core language, more than 100 modules in the standard library, and the techniques used to extend Python with compiled procedures in C or C++. Coverage expands upon and clarifies existing Python documentation - especially for advanced topics, including operating system interfaces, threads, network programming,...

"In this 5 Questions interview, Jeff Bleiel talks with Luciano Ramalho about Python."--Resource description page

Hauptbeschreibung Das Buch ist eine unterhaltsame Einführung in die Programmiersprache Python und in die Programmierung im Allgemeinen, voller Spaß, mit vielen Beispielen und Abbildungen in Farbe. Jason Briggs, Autor eines populären Online-Python-Tutorials, beginnt mit den Grundlagen: wie man Python installiert und einfache Anweisungen schreibt. In mundgerechten Kapiteln erklärt er dann Schritt für Schritt die wesentlichen Konzepte der Programmierung....