Mastering TensorFlow 1.x. Advanced machine learning and deep learning concepts using TensorFlow 1.x and Keras

Armando Fandango

TensorFlow is the most popular numerical computation library built from the ground up for distributed, cloud, and mobile environments. TensorFlow represents the data as tensors and the computation as graphs.This book is a comprehensive guide that lets you explore the advanced features of TensorFlow 1.x. Gain insight into TensorFlow Core, Keras, TF Estimators, TFLearn, TF Slim, Pretty Tensor, and Sonnet. Leverage the power of TensorFlow and Keras to build deep learning models, using concepts such as transfer learning, generative adversarial networks, and deep reinforcement learning. Throughout the book, you will obtain hands-on experience with varied datasets, such as MNIST, CIFAR-10, PTB, text8, and COCO-Images.You will learn the advanced features of TensorFlow1.x, such as distributed TensorFlow with TF Clusters, deploy production models with TensorFlow Serving, and build and deploy TensorFlow models for mobile and embedded devices on Android and iOS platforms. You will see how to call TensorFlow and Keras API within the R statistical software, and learn the required techniques for debugging when the TensorFlow API-based code does not work as expected.The book helps you obtain in-depth knowledge of TensorFlow, making you the go-to person for solving artificial intelligence problems. By the end of this guide, you will have mastered the offerings of TensorFlow and Keras, and gained the skills you need to build smarter, faster, and efficient machine learning and deep learning systems.

Wireshark 2 Quick Start Guide. Secure your network through protocol analysis

Charit Mishra

Wireshark is an open source protocol analyser, commonly used among the network and security professionals. Currently being developed and maintained by volunteer contributions of networking experts from all over the globe. Wireshark is mainly used to analyze network traffic, analyse network issues, analyse protocol behaviour, etc. - it lets you see what's going on in your network at a granular level. This book takes you from the basics of the Wireshark environment to detecting and resolving network anomalies.This book will start from the basics of setting up your Wireshark environment and will walk you through the fundamentals of networking and packet analysis. As you make your way through the chapters, you will discover different ways to analyse network traffic through creation and usage of filters and statistical features. You will look at network security packet analysis, command-line utilities, and other advanced tools that will come in handy when working with day-to-day network operations.By the end of this book, you have enough skill with Wireshark 2 to overcome real-world network challenges.

Uroda życia

Stefan Żeromski

Powieść, która mogła się ukazać tylko poza zasięgiem carskiej cenzury. Historia odrodzenia świadomości narodowej człowieka, którego los skazał na wynarodowienie. Piotr Rozłucki jest wiernym Rosji oficerem armii rosyjskiej. Został tak wychowany przez stryja generała mimo ostatniej woli ojca, by był Polakiem. Jego nastawienie zmienia się, kiedy widzi mogiłę ojca, powstańca styczniowego, i poznaje jego tragiczne losy. Pragnie wrócić do polskich korzeni, ale na drodze staje mu miłość do pięknej Rosjanki. Bohater powieści Stefana Żeromskiego musi wybierać między trudnym losem Polaka a tytułową urodą życia. Jakże ta powieść rozpłomieniła wszystkie nasze uczucia, jakim stała się wezwaniem i świadectwem wierności Polsce poprzez wszystko i mimo wszystko. Maria Dąbrowska Czytanie książek tych przeobraża. Inaczej się po nich widzi, czuje, inaczej życie własne przeżywa. Stanisław Brzozowski

C# 9.0. Leksykon kieszonkowy

Joseph Albahari, Ben Albahari

C# jest wyjątkowo udanym dziełem Microsoftu - konsekwentnie rozwijanym, dojrzałym i wyjątkowo wszechstronnym obiektowym językiem programowania. Wersja C# 9.0 została dostosowana do współpracy ze środowiskiem uruchomieniowym Microsoft .NET 5. Język ten pozwala programistom na uzyskiwanie imponującej efektywności - dzięki prostocie, ekspresywności kodu i wydajności działania. Jednak nawet profesjonaliści, którym zależy na sprawnej pracy, potrzebują niekiedy poręcznej ściągawki. W tym zwięzłym kompendium znajdziesz wszystko, co jest potrzebne do programowania w C#. Książka została wydana jako leksykon, co bardzo ułatwia wyszukiwanie potrzebnych treści. Stanowi nieocenioną pomoc dla osób, które znają C# albo C++ lub Javę i postanowiły nabrać wprawy w pracy z najnowszą wersją C#. Poszczególne zagadnienia przedstawiono w przejrzysty, treściwy i równocześnie esencjonalny sposób. Wszystkie użyte tu listingi i fragmenty kodu są dostępne w postaci interaktywnych próbek dla platformy LINQPad, która pozwala na błyskawiczne prototypowanie i obserwowanie efektów wszelkich zmian w kodzie. Oto przewodnik, który powinien mieć pod ręką każdy programista C#! W książce: gruntowne podstawy języka z uwzględnieniem nowości C# w wersji 9.0 zagadnienia zaawansowane, w tym przeciążanie operatorów, ograniczenia typów, iteratory, wzorce dopasowania typów, wyrażenia lambda i domknięcia funkcje asynchroniczne w C# LINQ: sekwencje, leniwe wykonanie, wyrażenia zapytaniowe kod nienadzorowany i wskaźniki atrybuty, dyrektywy preprocesora i generowanie dokumentacji HTML Efektywne wsparcie każdego programisty C#!

Kubernetes on AWS. Deploy and manage production-ready Kubernetes clusters on AWS

Ed Robinson

Docker containers promise to radicalize the way developers and operations build, deploy, and manage applications running on the cloud. Kubernetes provides the orchestration tools you need to realize that promise in production.Kubernetes on AWS guides you in deploying a production-ready Kubernetes cluster on the AWS platform. You will then discover how to utilize the power of Kubernetes, which is one of the fastest growing platforms for production-based container orchestration, to manage and update your applications. Kubernetes is becoming the go-to choice for production-grade deployments of cloud-native applications. This book covers Kubernetes from first principles. You will start by learning about Kubernetes' powerful abstractions - Pods and Services - that make managing container deployments easy. This will be followed by a guided tour through setting up a production-ready Kubernetes cluster on AWS, while learning the techniques you need to successfully deploy and manage your own applications.By the end of the book, you will have gained plenty of hands-on experience with Kubernetes on Amazon Web Services. You will also have picked up some tips on deploying and managing applications, keeping your cluster and applications secure, and ensuring that your whole system is reliable and resilient to failure.

Neural Networks with R. Build smart systems by implementing popular deep learning models in R

Balaji Venkateswaran, Giuseppe Ciaburro

Neural networks are one of the most fascinating machine learning models for solving complex computational problems efficiently. Neural networks are used to solve wide range of problems in different areas of AI and machine learning.This book explains the niche aspects of neural networking and provides you with foundation to get started with advanced topics. The book begins with neural network design using the neural net package, then you’ll build a solid foundation knowledge of how a neural network learns from data, and the principles behind it. This book covers various types of neural network including recurrent neural networks and convoluted neural networks. You will not only learn how to train neural networks, but will also explore generalization of these networks. Later we will delve into combining different neural network models and work with the real-world use cases.By the end of this book, you will learn to implement neural network models in your applications with the help of practical examples in the book.

Charaktery i anegdoty

Sébastien-Roch Nicolas de Chamfort

Pewien człowiek, pociągnięty urokiem stanu kapłańskiego, powiadał: >>Choćbym miał duszę zgubić, muszę zostać księdzem. (Fragment)

Tutt and Mr. Tutt

Arthur Ch. Train

Mr. Ephraim Tutt never met a hard luck story he didnt like. The rare lawyer happy to forego his fee, Tutt specializes in defending the downtrodden against the powerful and the corrupt. In Manhattan and his hometown of Pottsville, New York, he argues cases involving murder, forgery, and theft, always finding some arcane legal point to save the day much to the chagrin of the prosecution. In this delightful collection, Tutt brings his sharp mind and genial wit to bear on the cases of the Mock Hen and Mock Turtle, the Hepplewhite Tramp, the Lallapaloosa Limited and many others. Arthur Cheney Train (6 September 1875 22 December 1945) created the popular character of Mr. Ephraim Tutt, a wily old lawyer who supported the common man and always had a trick up his sleeve to right the laws injustices. Train wrote dozens of stories about Tutt in the Saturday Evening Post. The fictional Ephraim Tutt became the best known lawyer in America.