-
Machine Learning for OpenCV 4 - Second Edition
Author Michael Beyeler , Vishwesh Ravi Shrimali , Aditya Sharma
A practical guide to understanding the core machine learning and deep learning algorithms, and implementing them to create intelligent image processing systems using OpenCV 4Key FeaturesGain insights into machine learning algorithms, and implement them using OpenCV....
Release Date 2019/09 -
Hands-On Neural Networks with TensorFlow 2.0
Author Paolo Galeone
A comprehensive guide to developing neural network-based solutions using TensorFlow 2.0Key FeaturesUnderstand the basics of machine learning and discover the power of neural networks and deep learning Explore the structure of the TensorFlow framework and understand....
Release Date 2019/09 -
Author Greg Deckler
Solve business challenges with Microsoft Power BI's advanced visualization and data analysis techniquesKey FeaturesCreate effective storytelling reports by implementing simple-to-intermediate Power BI features Develop powerful analytical models to extract key insi....
Release Date 2019/09 -
How Algorithms Can Diversify the Startup Pool
Author Morela Hernandez , Roshni Raveendhran , Elizabeth Wein
Biases related to gender and other demographic factors creep into decisions about which projects to fund with venture capital. Data-driven approaches can help tease out those biases and limit their impact. Algorithmic methods identify potential instances of discrimination....
Release Date 2019/08 -
Real-Time Data Analytics for Large Scale Sensor Data
Author Valentina Emilia Balas , Nilanjan Dey , Himansu Das
Real-Time Data Analytics for Large-Scale Sensor Data covers the theory and applications of hardware platforms and architectures, the development of software methods, techniques and tools, applications, governance and adoption strategies for the use of massive senso....
Release Date 2019/08 -
Machine Learning with Python for Everyone
Author Mark Fenner
The Complete Beginner's Guide to Understanding and Building Machine Learning Systems with PythonMachine Learning with Python for Everyone will help you master the processes, patterns, and strategies you need to build effective learning systems, even if you're an ....
Release Date 2019/08 -
Author Marco Russo , Alberto Ferrari
Now expanded and updated with modern best practices, this is the most complete guide to Microsoft's DAX language for business intelligence, data modeling, and analytics. Expert Microsoft BI consultants Marco Russo and Alberto Ferrari help you master everything fro....
Release Date 2019/08 -
IBM Spectrum Scale Immutability Introduction, Configuration Guidance, and Use Cases
Author Nils Haustein
This IBM Redpaper™ publication introduces the IBM Spectrum Scale immutability function. It shows how to set it up and presents different ways for managing immutable and append-only files. This publication also provides guidance for implementing IT security aspects ....
Release Date 2019/08 -
Author Rodrigo Suzuki , Danilo Miyasiro , Hartmut Lonzer , Sergey Kubin , Tiago Bastos , Jac
Organizations of all sizes face the challenge of managing massive volumes of increasingly valuable data. But storing this data can be costly, and extracting value from the data is becoming more difficult. IT organizations have limited resources but must stay respon....
Release Date 2019/08 -
Securing Your Cloud: IBM Security for LinuxONE
Author Maciej Olejniczak , Felipe Cardeneti Mendes , Karen Medhat Fahmy , Klaus Egeler , Ed
As workloads are being offloaded to IBM® LinuxONE based cloud environments, it is important to ensure that these workloads and environments are secure.This IBM Redbooks® publication describes the necessary steps to secure your environment from the hardware level th....
Release Date 2019/08 -
Karma-based API on Apple Platforms: Building Privacy Into iOS and macOS Apps
Author Manuel Carrasco Molina
Leverage the best techniques provided by Apple to build apps with maximum privacy for your users. This book explores not only the how-to steps for implementing privacy in your apps, but also answers workflow questions about what information you actually need.D....
Release Date 2019/08 -
Beginning Oracle SQL for Oracle Database 18c: From Novice to Professional
Author Ben Brumm
Start developing with Oracle SQL. This book is a one-stop introduction to everything you need to know about getting started developing an Oracle Database. You'll learn about foundational concepts, setting up a simple schema, adding data, reading data from the data....
Release Date 2019/08 -
Introducing Azure Bot Service: Building Bots for Business
Author Charles Waghmare
See how custom chatbots and Azure Bot Service can resolve common business problems. This book takes you through the many possibilities of bot development from a business point of view, using Microsoft bot technology, and demonstrates how to connect, deploy, and man....
Release Date 2019/08 -
R Data Science Quick Reference: A Pocket Guide to APIs, Libraries, and Packages
Author Thomas Mailund
In this handy, practical book you will cover each concept concisely, with many illustrative examples. You'll be introduced to several R data science packages, with examples of how to use each of them. In this book, you’ll learn about the following APIs and package....
Release Date 2019/08 -
Artificial Intelligence Basics: A Non-Technical Introduction
Author Tom Taulli
Artificial intelligence touches nearly every part of your day. While you may initially assume that technology such as smart speakers and digital assistants are the extent of it, AI has in fact rapidly become a general-purpose technology, reverberating across indust....
Release Date 2019/08 -
Agile Machine Learning: Effective Machine Learning Inspired by the Agile Manifesto
Author Matthew Hurst , Eric Carter
Build resilient applied machine learning teams that deliver better data products through adapting the guiding principles of the Agile Manifesto.Bringing together talented people to create a great applied machine learning team is no small feat. With developers and d....
Release Date 2019/08 -
Strengthening Deep Neural Networks
Author Katy Warr
As deep neural networks (DNNs) become increasingly common in real-world applications, the potential to deliberately "fool" them with data that wouldn’t trick a human presents a new attack vector. This practical book examines real-world scenarios where DNNs—the algo....
Release Date 2019/08 -
Machine Learning Pocket Reference
Author Matt Harrison
With detailed notes, tables, and examples, this handy reference will help you navigate the basics of structured machine learning. Author Matt Harrison delivers a valuable guide that you can use for additional support during training and as a convenient resource whe....
Release Date 2019/08 -
Author H. James Wilson , Andrew McAfee , Erik Brynjolfsson , Thomas H. Davenport , Harvard
Companies that don't use AI will soon be obsolete.From making faster, better decisions to automating rote work to enabling robots to respond to emotions, AI and machine learning are already reshaping business and society. What should you and your company be doing ....
Release Date 2019/08 -
Deep Learning for Autonomous Vehicle Control
Author Sampo Kuutti , Saber Fallah , Richard Bowden
The next generation of autonomous vehicles will provide major improvements in traffic flow, fuel efficiency, and vehicle safety.Several challenges currently prevent the deployment of autonomous vehicles, one aspect of which is robust and adaptable vehicle control. Designi....
Release Date 2019/08 -
Generating Functions in Engineering and the Applied Sciences
Author Rajan Chattamvelli , Ramalingam Shanmugam
This is an introductory book on generating functions (GFs) and their applications.It discusses commonly encountered generating functions in engineering and applied sciences, such as ordinary generating functions (OGF), exponential generating functions (EGF), probability g....
Release Date 2019/08 -
Hands-On Deep Learning with Go
Author Darrell Chua , Gareth Seneque
Apply modern deep learning techniques to build and train deep neural networks using GorgoniaKey FeaturesGain a practical understanding of deep learning using Golang Build complex neural network models using Go libraries and Gorgonia Take your deep learning model fr....
Release Date 2019/08 -
Learn Python by Building Data Science Applications
Author David Katz , Philipp Kats
Understand the constructs of the Python programming language and use them to build data science projectsKey FeaturesLearn the basics of developing applications with Python and deploy your first data application Take your first steps in Python programming by underst....
Release Date 2019/08 -
Hands-On Artificial Intelligence for Cybersecurity
Author Alessandro Parisi
Build smart cybersecurity systems with the power of machine learning and deep learning to protect your corporate assetsKey FeaturesIdentify and predict security threats using artificial intelligence Develop intelligent systems that can detect unusual and suspicious....
Release Date 2019/08 -
Author Upom Malik , Matt Goldwasser , Benjamin Johnston
Take your first steps to become a fully qualified data analyst by learning how to explore large relational datasetsKey FeaturesExplore a variety of statistical techniques to analyze your dataIntegrate your SQL pipelines with other analytics technologiesPerform advanced an....
Release Date 2019/08 -
Author Wai Tak Wong
Master the intricacies of Elasticsearch 7.0 and use it to create flexible and scalable search solutionsKey FeaturesMaster the latest distributed search and analytics capabilities of Elasticsearch 7.0 Perform searching, indexing, and aggregation of your data at scal....
Release Date 2019/08 -
Practical Machine Learning with R
Author Brindha Priyadarshini Jeyaraman , Ludvig Renbo Olsen
Understand how machine learning works and get hands-on experience of using R to build algorithms that can solve various real-world problemsKey FeaturesGain a comprehensive overview of different machine learning techniques Explore various methods for selecting a particula....
Release Date 2019/08 -
Author Dana K. Dwyer
Money cannot buy happiness, but a solid, profitable business can enable you to wake up each morning looking forward to the work you have to do. If you dream of owning your own small business because you want autonomy, freedom, meaning, and purpose, this book is for....
Release Date 2019/08 -
AI Concepts for Business Applications
Author Nelson E. Brestoff
The business world has been hearing about Artificial Intelligence (AI) and blockchain. AI was the superstar topic of conversations at the World Economic Forum in Davos, Switzerland this past January 2019. Here, Nick Brestoff, a former attorney who now holds eight (....
Release Date 2019/08 -
Multimodal Scene Understanding
Author Vittorio Murino , Bodo Rosenhahn , Michael Ying Yang
Multimodal Scene Understanding: Algorithms, Applications and Deep Learning presents recent advances in multi-modal computing, with a focus on computer vision and photogrammetry. It provides the latest algorithms and applications that involve combining multiple sour....
Release Date 2019/07