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Author Hafsa Asad , Vishwesh Ravi Shrimali , Nikhil Singh
Explore the potential of deep learning techniques in computer vision applications using the Python ecosystem, and build real-time systems for detecting human behaviorKey FeaturesUnderstand OpenCV and select the right algorithm to solve real-world problems Discover techni....
Release Date 2020/07 -
The Applied TensorFlow and Keras Workshop
Author Harveen Singh Chadha , Luis Capelo
Cut through the noise and get real results with this workshop for beginners. Use a project-based approach to exploring machine learning with TensorFlow and Keras.Key FeaturesUnderstand the nuances of setting up a deep learning programming environment Gain insights into t....
Release Date 2020/07 -
The Unsupervised Learning Workshop
Author Aaron Jones , Christopher Kruger , Benjamin Johnston
Learning how to apply unsupervised algorithms on unlabeled datasets from scratch can be easier than you thought with this beginner's workshop, featuring interesting examples and activitiesKey FeaturesGet familiar with the ecosystem of unsupervised algorithms Learn inter....
Release Date 2020/07 -
Hands-On Natural Language Processing with PyTorch 1.x
Author Thomas Dop
Become a proficient NLP data scientist by developing deep learning models for NLP and extract valuable insights from structured and unstructured dataKey FeaturesGet to grips with word embeddings, semantics, labeling, and high-level word representations using practical exa....
Release Date 2020/07 -
Hands-On Artificial Intelligence for Banking
Author Jeffrey Ng , Subhash Shah
Delve into the world of real-world financial applications using deep learning, artificial intelligence, and production-grade data feeds and technology with PythonKey FeaturesUnderstand how to obtain financial data via Quandl or internal systems Automate commercial bankin....
Release Date 2020/07 -
Author Luca Pietro Giovanni Antiga , Thomas Viehmann , Eli St
Deep Learning with PyTorch teaches you to create neural networks and deep learning systems with PyTorch. This practical book quickly gets you to work building a real-world example from scratch: a tumor image classifier. Along the way, it covers best practices for the enti....
Release Date 2020/07 -
How Automated Machine Learning Empowers Businesses
Author Wee Hyong Tok
Machine learning is the key to digital transformation for many businesses today. This process accelerates your company’s ability to engage customers, optimize operations, empower employees, and fundamentally change and transform products. One of the best ways to get start....
Release Date 2020/07 -
Author Ryan Sleeper
Level up with Tableau to build eye-catching, easy-to-interpret data visualizations. In this follow-up guide to 2018’s Practical Tableau, author Ryan Sleeper takes you through a collection of unique tips and tutorials for using this popular software. Beginning to ad....
Release Date 2020/07 -
Author Romeo Kienzler , Jerome Nilmeier
Since its 2015 release, TensorFlow has become a de facto standard among enterprise AI technologies. This comprehensive report introduces the new features of TensorFlow 2.x and Keras to developers and data scientists with machine learning skills. Many companies consider Te....
Release Date 2020/07 -
Practical Synthetic Data Generation
Author Richard Hoptroff , Lucy Mosquera , Khaled El Emam
One challenge with big data and other secondary analytics initiatives is getting access to large and diverse data. Secondary analytics allow insights beyond the questions that data initially collected can answer. This practical book introduces techniques for genera....
Release Date 2020/07 -
Author Tathagata Das , Brooke Wenig , Denny Lee , Jules Damji
Data is getting bigger, arriving faster, and coming in varied formats—and it all needs to be processed at scale for analytics or machine learning. How can you process such varied data workloads efficiently? Enter Apache Spark.Updated to emphasize new features in Sp....
Release Date 2020/07 -
Deep Learning for Coders with fastai and PyTorch
Author Jeremy Howard , Sylvain Gugger
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and ....
Release Date 2020/07 -
Advanced R 4 Data Programming and the Cloud: Using PostgreSQL, AWS, and Shiny
Author Matt Wiley , Joshua F. Wiley
Program for data analysis using R and learn practical skills to make your work more efficient. This revised book explores how to automate running code and the creation of reports to share your results, as well as writing functions and packages. It includes key&n....
Release Date 2020/07 -
Author Shamshad Ansari
Apply computer vision and machine learning concepts in developing business and industrial applications using a practical, step-by-step approach. The book comprises four main sections starting with setting up your programming environment and configuring your computer....
Release Date 2020/07 -
Deep Learning Projects Using TensorFlow 2: Neural Network Development with Python and Keras
Author Vinita Silaparasetty
Work through engaging and practical deep learning projects using TensorFlow 2.0. Using a hands-on approach, the projects in this book will lead new programmers through the basics into developing practical deep learning applications. Deep learning is quickly integrati....
Release Date 2020/07 -
Author Philip Meitiner , Pradeeka Seneviratne
Learn to use technology to undertake data science and to leverage the Internet of Things (IoT) in your experimentation. Designed to take you on a fascinating journey, this book introduces the core concepts of modern data science. You'll start with simple applications tha....
Release Date 2020/07 -
Recommender System with Machine Learning and Artificial Intelligence
Author Sachi Nandan Mohanty , Jyotir Moy Chatterjee , Sarika
This book is a multi-disciplinary effort that involves world-wide experts from diverse fields, such as artificial intelligence, human computer interaction, information technology, data mining, statistics, adaptive user interfaces, decision support systems, marketing, and ....
Release Date 2020/07 -
Artificial Intelligent Techniques for Electric and Hybrid Electric Vehicles
Author Chitra A. , S. Padmanaban , Jens Bo Holm-Nielsen
Electric vehicles/hybrid electric vehicles (EV/HEV) commercialization is still a challenge in industries in terms of performance and cost. The performance along with cost reduction are two tradeoffs which need to be researched to arrive at an optimal solution. This ....
Release Date 2020/07 -
Cassandra: The Definitive Guide, 3rd Edition
Author Eben Hewitt , Jeff Carpenter
Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you’ll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This third edition—u....
Release Date 2020/07 -
Implementing IBM Spectrum Virtualize for Public Cloud Version 8.3.1
IBM® Spectrum Virtualize is a key member of the IBM Spectrum® Storage portfolio. It is a highly flexible storage solution that enables rapid deployment of block storage services for new and traditional workloads, on-premises, off-premises and in a combination of both.IBM Spectrum Virtualize for Publ.... -
Implementing IBM Spectrum Virtualize for Public Cloud on AWS Version 8.3.1
IBM® Spectrum Virtualize is a key member of the IBM Spectrum® Storage portfolio. It is a highly flexible storage solution that enables rapid deployment of block storage services for new and traditional workloads, whether on-premises, off-premises, or a combination of both.The initial release of IBM .... -
IBM Storage Solutions for SAP Applications Version 1.4
This IBM® Redpaper™ publication is intended as an architecture and configuration guide to set up the IBM System Storage™ for the SAP HANA tailored data center integration (SAP HANA TDI) within a storage area network (SAN) environment. SAP HANA TDI allows the SAP customer to attach external storage t.... -
Ascend AI Processor Architecture and Programming
Author Xiaoyao Liang
Ascend AI Processor Architecture and Programming: Principles and Applications of CANN offers in-depth AI applications using Huawei’s Ascend chip, presenting and analyzing the unique performance and attributes of this processor. The title introduces the fundamental theory of AI, the software an....
Release Date 2020/07 -
Hands-On Python Natural Language Processing
Author Aman Kedia , Mayank Rasu
Get well-versed with traditional as well as modern natural language processing concepts and techniquesKey FeaturesPerform various NLP tasks to build linguistic applications using Python libraries Understand, analyze, and generate text to provide accurate results Interpr....
Release Date 2020/06 -
Practical Data Analysis Using Jupyter Notebook
Author Marc Wintjen , Andrew Vlahutin
Understand data analysis concepts to make accurate decisions based on data using Python programming and Jupyter NotebookKey FeaturesFind out how to use Python code to extract insights from data using real-world examples Work with structured data and free text sources to ....
Release Date 2020/06 -
Hands-On Mathematics for Deep Learning
Author Jay Dawani
A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architecturesKey FeaturesUnderstand linear algebra, calculus, gradient algorithms, and other concepts essential for training deep neural networks Learn the mat....
Release Date 2020/06 -
SQL Server on Azure Virtual Machines
Author Joey D'Antoni , Louis Davidson , Allan Hirt
Learn how to combine SQL Server's analytics with Azure's flexibility and hybrid connectivity to achieve industry-leading performance and manageability for your cloud database.Key FeaturesUnderstand platform availability for SQL Server in Azure Explore the benefits and ....
Release Date 2020/06 -
Neuro-inspired Information Processing
Author Alain Cappy
With the end of Moore's law and the emergence of new application needs such as those of the Internet of Things (IoT) or artificial intelligence (AI), neuro-inspired, or neuromorphic, information processing is attracting more and more attention from the scientific c....
Release Date 2020/06 -
Deep Learning for Computer Vision with SAS
Author Robert Blanchard
Discover deep learning and computer vision with SAS!Deep Learning for Computer Vision with SAS®: An Introduction introduces the pivotal components of deep learning. Readers will gain an in-depth understanding of how to build deep feedforward and convolutional neural netwo....
Release Date 2020/06