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The Complete Edition – Software Engineering for Real-Time Systems
Author Jim Cooling
Adopt a diagrammatic approach to creating robust real-time embedded systemsKey FeaturesExplore the impact of real-time systems on software design Understand the role of diagramming in the software development process Learn why software performance is a key element ....
Release Date 2019/12 -
Tableau Desktop Certified Associate: Exam Guide
Author Gleb Makarenko , Radhika Biyani , Fabian Peri , JC Gillet , Dmitry Anoshin
Learn through hands-on exercises covering a variety of topics including data connections, analytics, and dashboards to effectively prepare for the Tableau Desktop Certified Associate examKey FeaturesPrepare for the Tableau Desktop Certified Associate exam with the ....
Release Date 2019/12 -
Deep Learning with TensorFlow 2 and Keras - Second Edition
Author Antonio Gulli , Amita Kapoor , Sujit Pal
Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devicesKey FeaturesIntroduces and then uses TensorFlow 2 and Keras right from the start Teaches key machine and deep learning techniques Understand....
Release Date 2019/12 -
Author Awni Al Saqqa , Prashanth Jayaram , Frank Solomon
Cut through the noise and get real results with a step-by-step approach to learning SQLKey FeaturesA structured, straightforward introduction to SQL for beginners A SQL tutorial with step-by-step exercises and activities that help build key skills Structured to let....
Release Date 2019/12 -
Python Machine Learning - Third Edition
Author Vahid Mirjalili , Sebastian Raschka
Applied machine learning with a solid foundation in theory. Revised and expanded for TensorFlow 2, GANs, and reinforcement learning.Key FeaturesThird edition of the bestselling, widely acclaimed Python machine learning bookClear and intuitive explanations take you ....
Release Date 2019/12 -
Hands-On Reinforcement Learning with R
Author Giuseppe Ciaburro
Implement key reinforcement learning algorithms and techniques using different R packages such as the Markov chain, MDP toolbox, contextual, and OpenAI GymKey FeaturesExplore the design principles of reinforcement learning and deep reinforcement learning models Use....
Release Date 2019/12 -
Author Bharatendra Rai
Discover best practices for choosing, building, training, and improving deep learning models using Keras-R, and TensorFlow-R librariesKey FeaturesImplement deep learning algorithms to build AI models with the help of tips and tricks Understand how deep learning mod....
Release Date 2019/12 -
Hands-On Generative Adversarial Networks with PyTorch 1.x
Author Greg Walters , John Hany
Apply deep learning techniques and neural network methodologies to build, train, and optimize generative network modelsKey FeaturesImplement GAN architectures to generate images, text, audio, 3D models, and more Understand how GANs work and become an active contrib....
Release Date 2019/12 -
Introduction to Stochastic Processes and Simulation
Author Gerard-Michel Cochard
Mastering chance has, for a long time, been a preoccupation of mathematical research. Today, we possess a predictive approach to the evolution of systems based on the theory of probabilities. Even so, uncovering this subject is sometimes complex, because it necessit....
Release Date 2019/12 -
Author Mathilde Janier , Patrick Saint-Dizier
This book is an introduction to the linguistic concepts of argumentation relevant for argument mining, an important research and development activity which can be viewed as a highly complex form of information retrieval, requiring high-level natural language process....
Release Date 2019/12 -
Author Qiang Yang , Yang Liu , Yong Cheng , Yan
How is it possible to allow multiple data owners to collaboratively train and use a shared prediction model while keeping all the local training data private?Traditional machine learning approaches need to combine all data at one location, typically a data center, which m....
Release Date 2019/12 -
Author Yin Sun , Igor Kadota , Rajat Talak , Eyt
Information usually has the highest value when it is fresh.For example, real-time knowledge about the location, orientation, and speed of motor vehicles is imperative in autonomous driving, and the access to timely information about stock prices and interest rate movement....
Release Date 2019/12 -
Practical Data Science with R, Second Edition
Author Nina Zumel , John Mount
Practical Data Science with R, Second Edition is a task-based tutorial that leads readers through dozens of useful, data analysis practices using the R language. By concentrating on the most important tasks you’ll face on the job, this friendly guide is comfortable....
Release Date 2019/12 -
Apache Pulsar Versus Apache Kafka
Author Chris Bartholomew
For nearly a decade, Apache Kafka has been the go-to publish-subscribe (pub-sub) messaging system—and for good reason. It offers functionality for a wide range of enterprise use cases, along with a large ecosystem of tools and a dedicated community. But lately, ups....
Release Date 2019/12 -
Author Lewis Gavin
The demand for data scientists is well-known, but when it comes time to build solutions based on data, your company also needs data engineers—people with strong data warehousing and programming backgrounds. In fact, whether you’re powering self-driving cars or crea....
Release Date 2019/12 -
The Rise of Operational Analytics
Author Scott Haines
Fast access to data has become a critical game changer. Today, a new breed of company understands that the faster they can build, access, and share well-defined datasets, the more competitive they’ll be in our data-driven world. In this practical report, Scott Hain....
Release Date 2019/12 -
Author Daniel Situnayake , Pete Warden
Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and ....
Release Date 2019/12 -
The Practitioner's Guide to Graph Data
Author Matthias Broecheler , Denise Gosnell
With Early Release ebooks, you get books in their earliest form—the authors' raw and unedited content as they write—so you can take advantage of these technologies long before the official release of these titles.This book will enable you to apply graph thinking t....
Release Date 2019/12 -
Learn TensorFlow 2.0: Implement Machine Learning and Deep Learning Models with Python
Author Avinash Manure , Pramod Singh
Learn how to use TensorFlow 2.0 to build machine learning and deep learning models with complete examples. The book begins with introducing TensorFlow 2.0 framework and the major changes from its last release. Next, it focuses on building Supervised Machine Learnin....
Release Date 2019/12 -
Author Pallavi Aggarwal , Neha Anand , Sudipta Barua , Navin Sabharwal
Cognitive Virtual Bots are taking the technology and user experience world by storm. This book provides clear guidance on how different cognitive platforms can be used to develop Cognitive Virtual Assistants that enable a conversation by using DialogFlow and a....
Release Date 2019/12 -
Database Design and Relational Theory: Normal Forms and All That Jazz
Author C. J. Date
Create database designs that scale, meet business requirements, and inherently work toward keeping your data structured and usable in the face of changing business models and software systems.This book is about database design theory. Design theory is the scientifi....
Release Date 2019/12 -
Prepare Your Data for Tableau: A Practical Guide to the Tableau Data Prep Tool
Author Lori Blackshear , Tim Costello
Focus on the most important and most often overlooked factor in a successful Tableau project—data. Without a reliable data source, you will not achieve the results you hope for in Tableau. This book does more than teach the mechanics of data preparation. It te....
Release Date 2019/12 -
Author Ronald Ashri
We are entering the next wave of digital transformation. Artificial intelligence has an ever-increasing significance in our daily lives, and there is no difference when it comes to our workplaces. It is up to you to choose how to utilize these new tools to sharpen ....
Release Date 2019/12 -
PolyBase Revealed: Data Virtualization with SQL Server, Hadoop, Apache Spark, and Beyond
Author Kevin Feasel
Harness the power of PolyBase data virtualization software to make data from a variety of sources easily accessible through SQL queries while using the T-SQL skills you already know and have mastered.PolyBase Revealed shows you how to use the PolyBase feature of SQL ....
Release Date 2019/12 -
Oracle Digital Assistant: A Guide to Enterprise-Grade Chatbots
Author Mascha van Oosterhout , Ardhendu Samajdwer , Luc Bors
Use this book as an on-ramp to the development of enterprise-grade chatbots and digital assistants. It is based on real-life experience and explains everything you need to know to start building your own digital assistant (DA) using Oracle technologies. You will be....
Release Date 2019/12 -
Deep Learning Pipeline: Building a Deep Learning Model with TensorFlow
Author Mahmoud Hamdy , Hisham El-Amir
Build your own pipeline based on modern TensorFlow approaches rather than outdated engineering concepts. This book shows you how to build a deep learning pipeline for real-life TensorFlow projects. You'll learn what a pipeline is and how it works so you can build ....
Release Date 2019/12 -
Practical DataOps: Delivering Agile Data Science at Scale
Author Harvinder Atwal
Gain a practical introduction to DataOps, a new discipline for delivering data science at scale inspired by practices at companies such as Facebook, Uber, LinkedIn, Twitter, and eBay. Organizations need more than the latest AI algorithms, hottest tools, and best pe....
Release Date 2019/12 -
Author Thomas Martens , Philip Seamark
Learn the intricate workings of DAX and the mechanics that are necessary to solve advanced Power BI challenges. This book is all about DAX (Data Analysis Expressions), the formula language used in Power BI—Microsoft’s leading self-service business intelligence....
Release Date 2019/12 -
MongoDB Recipes: With Data Modeling and Query Building Strategies
Author Dharanitharan Ganesan , Subhashini Chellappan
Get the most out of MongoDB using a problem-solution approach. This book starts with recipes on the MongoDB query language, including how to query various data structures stored within documents. These self-contained code examples allow you to solve your MongoDB pr....
Release Date 2019/12 -
Author Brent Dykes
Master the art and science of data storytelling—with frameworks and techniques to help you craft compelling stories with data.The ability to effectively communicate with data is no longer a luxury in today’s economy; it is a necessity. Transforming data into visual commun....
Release Date 2019/12