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End-to-End Data Science with SAS
Author James Gearheart
Learn data science concepts with real-world examples in SAS!End-to-End Data Science with SAS: A Hands-On Programming Guide provides clear and practical explanations of the data science environment, machine learning techniques, and the SAS programming knowledge necessary t....
Release Date 2020/06 -
Reengineering Patient Care with Artificial Intelligence
Author Paul Cerrato
Gain actionable insights into how machine learning, data analytics, and subgroup analysis can be applied to make clinical decision support (CDS) systems better at diagnosing and treating disease. In this report, Paul Cerrato, former editor of InformationWeek Healthcare, d....
Release Date 2020/06 -
Accelerating AI with Synthetic Data
Author Khaled El Emam
Recently, data scientists have found effective methods to generate high-quality synthetic data. That’s good news for companies seeking large amounts of data to train and build artificial intelligence and machine learning models. This report provides an overview of synthet....
Release Date 2020/06 -
Author Matt Fuller , Martin Traverso
Perform fast interactive SQL analytics against different data sources using the Presto distributed SQL query engine. With this practical book, you’ll learn how to conduct analytics on data where it lives, including Hive, Cassandra, relational databases, and proprie....
Release Date 2020/06 -
Author Timothy Masters
Discover a variety of data-mining algorithms that are useful for selecting small sets of important features from among unwieldy masses of candidates, or extracting useful features from measured variables. As a serious data miner you will often be faced with thousands of c....
Release Date 2020/06 -
Practical R 4: Applying R to Data Manipulation, Processing and Integration
Author Jon Westfall
Get started with an accelerated introduction to the R ecosystem, programming language, and tools including R script and RStudio. Utilizing many examples and projects, this book teaches you how to get data into R and how to work with that data using R. Once grounded i....
Release Date 2020/06 -
Ensemble Learning for AI Developers: Learn Bagging, Stacking, and Boosting Methods with Use Cases
Author Alok Kumar , Mayank Jain
Use ensemble learning techniques and models to improve your machine learning results.Ensemble Learning for AI Developers starts you at the beginning with an historical overview and explains key ensemble techniques and why they are needed. You then will learn ho....
Release Date 2020/06 -
SAS Stored Processes: A Practical Guide to Developing Web Applications
Author Philip Mason
Customize the SAS Stored Process web application to create amazing tools for end users. This book shows you how to use stored processes—SAS programs stored on a server and executed as required by requesting applications.Never before have there been so many ways to t....
Release Date 2020/06 -
Thinking in Pandas: How to Use the Python Data Analysis Library the Right Way
Author Hannah Stepanek
Understand and implement big data analysis solutions in pandas with an emphasis on performance. This book strengthens your intuition for working with pandas, the Python data analysis library, by exploring its underlying implementation and data structures. Thinking in Pand....
Release Date 2020/06 -
The Modern Data Warehouse in Azure: Building with Speed and Agility on Microsoft’s Cloud Platform
Author Matt How
Build a modern data warehouse on Microsoft's Azure Platform that is flexible, adaptable, and fast—fast to snap together, reconfigure, and fast at delivering results to drive good decision making in your business.Gone are the days when data warehousing projects were lumbe....
Release Date 2020/06 -
Beginning Apache Spark Using Azure Databricks: Unleashing Large Cluster Analytics in the Cloud
Author Robert Ilijason
Analyze vast amounts of data in record time using Apache Spark with Databricks in the Cloud. Learn the fundamentals, and more, of running analytics on large clusters in Azure and AWS, using Apache Spark with Databricks on top. Discover how to squeeze the most value out of....
Release Date 2020/06 -
Pro Power BI Desktop: Self-Service Analytics and Data Visualization for the Power User
Author Adam Aspin
Deliver eye-catching and insightful business intelligence with Microsoft Power BI Desktop. This new edition has been updated to cover all the latest features of Microsoft’s continually evolving visualization product. New in this edition is help with storytelling—adapted t....
Release Date 2020/06 -
Author Alexandre Bergel
Cover classical algorithms commonly used as artificial intelligence techniques and program agile artificial intelligence applications using Pharo. This book takes a practical approach by presenting the implementation details to illustrate the numerous concepts it explains....
Release Date 2020/06 -
Author Neal Fishman , Cole Stryker , Grady Booch
Organizations can make data science a repeatable, predictable tool, which business professionals use to get more value from their dataEnterprise data and AI projects are often scattershot, underbaked, siloed, and not adaptable to predictable business changes. As a result,....
Release Date 2020/06 -
Enterprise Artificial Intelligence Transformation
Author Rashed Haq
Enterprise Artificial Intelligence TransformationAI is everywhere. From doctor's offices to cars and even refrigerators, AI technology is quickly infiltrating our daily lives. AI has the ability to transform simple tasks into technological feats at a human level. This wi....
Release Date 2020/06 -
Artificial Intelligence in Healthcare
Author Adam Bohr , Kaveh Memarzadeh
Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in t....
Release Date 2020/06 -
Machine Learning with SAS Viya
Author SAS Institute Inc.
Master machine learning with SAS Viya!Machine learning can feel intimidating for new practitioners. Machine Learning with SAS Viya provides everything you need to know to get started with machine learning in SAS Viya, including decision trees, neural networks, and support....
Release Date 2020/05 -
Learn SQL Database Programming
Author Josephine Bush
Learn everything you need to know to build efficient SQL queries using this easy-to-follow beginner's guideKey FeaturesExplore all SQL statements in depth using a variety of examples Get to grips with database querying, data aggregate, manipulation, and much more Under....
Release Date 2020/05 -
Mastering Computer Vision with TensorFlow 2.x
Author Krishnendu Kar
Apply neural network architectures to build state-of-the-art computer vision applications using the Python programming languageKey FeaturesGain a fundamental understanding of advanced computer vision and neural network models in use today Cover tasks such as low-level vi....
Release Date 2020/05 -
Python Automation Cookbook - Second Edition
Author Jaime Buelta
Get a firm grip on the core processes including browser automation, web scraping, Word, Excel, and GUI automation with Python 3.8 and higherKey FeaturesAutomate integral business processes such as report generation, email marketing, and lead generation Explore automated ....
Release Date 2020/05 -
Hands-On Python Deep Learning for the Web
Author Anubhav Singh , Sayak Paul
Use the power of deep learning with Python to build and deploy intelligent web applicationsKey FeaturesCreate next-generation intelligent web applications using Python libraries such as Flask and Django Implement deep learning algorithms and techniques for performing sma....
Release Date 2020/05 -
Hands-On Machine Learning with C++
Author Kirill Kolodiazhnyi
Implement supervised and unsupervised machine learning algorithms using C++ libraries such as PyTorch C++ API, Caffe2, Shogun, Shark-ML, mlpack, and dlib with the help of real-world examples and datasetsKey FeaturesBecome familiar with data processing, performance measuri....
Release Date 2020/05 -
Author Tim King , Julian Schwarzenbach
This book explains data quality management in practical terms, focusing on three key areas - the nature of data in enterprises, the purpose and scope of data quality management, and implementing a data quality management system, in line with ISO 8000-61.
Release Date 2020/05 -
Author Nicolo Valigi , Gianluco Mauro
Zero to AI uses clear examples and jargon-free explanations to show the practical benefits of AI. Each chapter explores a real-world case study demonstrating how companies like Google and Netflix use AI to shape their industries. You begin at the beginning, with a primer ....
Release Date 2020/05 -
Practical Statistics for Data Scientists, 2nd Edition
Author Peter Gedeck , Andrew Bruce , Peter Bruce
Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this practical guide—now including exam....
Release Date 2020/05 -
Practical Natural Language Processing
Author Harshit Surana , Anuj Gupta , Bodhisattwa Majumder , Sowmya Vajjala
If you want to build, iterate and scale NLP systems in a business setting and to tailor them for various industry verticals, this is your guide. Consider the task of building a chatbot or text classification system at y....
Release Date 2020/05 -
Building an Anonymization Pipeline
Author Khaled El Emam , Luk Arbuckle
How can you use data in a way that protects individual privacy, but still ensures that data analytics will be useful and meaningful? With this practical book, data architects and engineers will learn how to implement and deploy anonymization solutions within a data....
Release Date 2020/05 -
SQL Server Big Data Clusters : Data Virtualization, Data Lake, and AI Platform
Author Benjamin Weissman , Enrico van de Laar
Use this guide to one of SQL Server 2019’s most impactful features—Big Data Clusters. You will learn about data virtualization and data lakes for this complete artificial intelligence (AI) and machine learning (ML) platform within the SQL Server database engine. You....
Release Date 2020/05 -
Hands-On One-shot Learning with Python
Author Shruti Jadon , Ankush Garg
Get to grips with building powerful deep learning models using PyTorch and scikit-learnKey FeaturesLearn how you can speed up the deep learning process with one-shot learning Use Python and PyTorch to build state-of-the-art one-shot learning models Explore architectures....
Release Date 2020/04