Understanding Azure Data Factory 
by Sudhir Rawat, Abhishek Narain
Improve your analytics and data platform to solve major challenges, including operationalizing big data and advanced analytics workloads on Azure. You will learn how to monitor complex pipelines, set alerts, and extend your organization's custom monitoring requirements.This book starts with an overview of the Azure Data Factory as a hybrid ETL/ELT orchestration service on Azure. The book then dives into dat...
Price: $26.26 | Publisher: Apress | Release: 2019
Advanced R Statistical Programming and Data Models
by Matt Wiley, Joshua F. Wiley
Carry out a variety of advanced statistical analyses including generalized additive models, mixed effects models, multiple imputation, machine learning, and missing data techniques using R. Each chapter starts with conceptual background information about the techniques, includes multiple examples using R to achieve results, and concludes with a case study.Written by Matt and Joshua F. Wiley, Advanced R Stat...
Price: $49.99 | Publisher: Apress | Release: 2019
Machine Learning and AI for Healthcare
by Arjun Panesar
Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges.You'll discover the ethical implications of healthcare data analytics and the future of AI in population and patient health optimization. You'll ...
Price: $30.17 | Publisher: Apress | Release: 2019
Financial Cybersecurity Risk Management
by Paul Rohmeyer, Jennifer Bayuk
Understand critical cybersecurity and risk perspectives, insights, and tools for the leaders of complex financial systems and markets. This book offers guidance for decision makers and helps establish a framework for communication between cyber leaders and front-line professionals. Information is provided to help in the analysis of cyber challenges and choosing between risk treatment options.Financial cyber...
Price: $25.81 | Publisher: Apress | Release: 2019
by Edward Pollack
Take a deep dive into the many uses of dynamic SQL in Microsoft SQL Server. This edition has been updated to use the newest features in SQL Server 2016 and SQL Server 2017 as well as incorporating the changing landscape of analytics and database administration. Code examples have been updated with new system objects and functions to improve efficiency and maintainability.Executing dynamic SQL is key to larg...
Price: $30.40 | Publisher: Apress | Release: 2019
Apache Spark 2: Data Processing and Real-Time Analytics
by Romeo Kienzler, Md. Rezaul Karim, Sridhar Alla, Siamak Amirghodsi, Meenakshi Rajendran, Broderick Hall, Shuen Mei
Apache Spark is an in-memory, cluster-based data processing system that provides a wide range of functionalities such as big data processing, analytics, machine learning, and more. With this Learning Path, you can take your knowledge of Apache Spark to the next level by learning how to expand Spark's functionality and building your own data flow and machine learning programs on this platform.You will work w...
Price: $49.99 | Publisher: Packt Publishing | Release: 2018
Advanced Data Analytics Using Python
by Sayan Mukhopadhyay
Gain a broad foundation of advanced data analytics concepts and discover the recent revolution in databases such as Neo4j, Elasticsearch, and MongoDB. This book discusses how to implement ETL techniques including topical crawling, which is applied in domains such as high-frequency algorithmic trading and goal-oriented dialog systems. You'll also see examples of machine learning concepts such as semi-supervi...
Price: $33.67 | Publisher: Apress | Release: 2018
Applied Analytics through Case Studies Using SAS and R
by Deepti Gupta
Examine business problems and use a practical analytical approach to solve them by implementing predictive models and machine learning techniques using SAS and the R analytical language.This book is ideal for those who are well-versed in writing code and have a basic understanding of statistics, but have limited experience in implementing predictive models and machine learning techniques for analyzing real ...
Price: $28.84 | Publisher: Apress | Release: 2018
Python Data Analytics, 2nd Edition
by Fabio Nelli
Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You'll review scientific computing with NumPy, visualization with matplotlib, and machine learning with scikit-learn.This revision is fully updated with new content on social media data analysis, image analysis with OpenCV, and deep learning libraries. Each chapter includes multiple examples demonst...
Price: $30.41 | Publisher: Apress | Release: 2018
by Jean-Marc Spaggiari, Mladen Kovacevic, Brock Noland, Ryan Bosshart
Fast data ingestion, serving, and analytics in the Hadoop ecosystem have forced developers and architects to choose solutions using the least common denominator - either fast analytics at the cost of slow data ingestion or fast data ingestion at the cost of slow analytics. There is an answer to this problem. With the Apache Kudu column-oriented data store, you can easily perform fast analytics on fast data....
Price: $40.44 | Publisher: O'Reilly Media | Release: 2018