“…What You Will Learn Transform and filter tabular data to extract features for machine learning Implement your own algorithms or take advantage of MLLib's extensive suite of models to build distributed machine learning pipelines Read, transform, and write data to both SQL and NoSQL databases in a functional manner Write robust routines to query web APIs Read data from web APIs such as the GitHub or Twitter API Use Scala to interact with MongoDB, which offers high performance and helps to store large data sets with uncertain query requirements Create Scala web applications that couple with JavaScript libraries such as D3 to create compelling interactive visualizations Deploy scalable parallel applications using Apache Spark, loading data from HDFS or Hive In Detail Scala is a multi-paradigm programming language (it supports both object-oriented and functional programming) and scripting language used to build applications for the JVM. Languages such as R, Python, Java, and so on are mostly used for data science. …”

“…What You Will Learn Understand the basics of F# and organize F# source code with Visual Studio Work with F# data structures and create functional data structures in F# interoperate with C# Build and use asynchronous programming patterns with F# Create and use type providers that help perform data analysis from within Visual Studio Develop applications with pure F# code in WPF or ASP.NET MVC Find out how to perform distributed programming with ServiceBus or ZeroMQ Visualize data with charts, and work with Excel and R language Type providers In Detail F# is a multi-paradigm programming language that encompasses object-oriented, imperative, and functional programming language properties. …”

“…You will also learn how to develop Spark applications using SparkR and PySpark APIs, interactive data analytics u..…”

“…What You Will Learn Examine Advanced Machine Learning and DeepLearning with MLlib, SparkML, SystemML, H2O and DeepLearning4J Study highly optimised unified batch and real-time data processing using SparkSQL and Structured Streaming Evaluate large-scale Graph Processing and Analysis using GraphX and GraphFrames Apply Apache Spark in Elastic deployments using Jupyter and Zeppelin Notebooks, Docker, Kubernetes and the IBM Cloud Understand internal details of cost based optimizers used in Catalyst, SystemML and GraphFrames Learn how specific parameter settings affect overall performance of an Apache Spark cluster Leverage Scala, R and python for your data science projects In Detail Apache Spark is an in-memory cluster-based parallel processing system that provides a wide range of functionalities such as graph processing, machine learning, stream processing, and SQL. …”

“…You'll then discover how to optimize asset allocation and use Monte Carlo simulations for tasks such as calculating the price of American options and estimating the Value at Risk (VaR). In later chapters, you'll work through an entire data science project in the financial domain. …”

“…In the final chapters, you'll cover advanced use cases such as Self-Service Analytics, Time Series Analytics, and Geo-Spatial Analytics, and learn to connect Tableau to R, Python, and MATLAB. By the end of this book, you'll have mastered the advanced offerings of Tableau and be able to tackle common and not-so-common challenges faced in the BI domain. …”

“…The official study guide helps you master topics on the CCNP R&S ROUTE 300-101 exam, including --Routing protocol characteristics and virtual routers -- Remote site connectivity -- IPv6 routing and RIPng -- EIGRP, OSPFv2, and OSPFv3 -- IGP redistribution and route selection -- eBGP and iBGP -- IPv6 Internet connectivity -- Router security -- Routing protocol authentica..…”

“…Course Requirements Basic skills in working with a computer No video production experience or knowledge is required Table of Contents Lesson 1: Planning Your Video Plan your video tutorial: make sure you have the r..…”

“…Anomaly Detection Ted Dunning (MapR) What do you need to build anomaly detection systems? …”

“…Specifically, CCNA candidates who will use this product to prepare for the two r..…”

“…Read Jay’s chapter “A Filmmaker’s Journey,” p. 43. SHARI R. REDSTONE is now Vice-Chair of the Board, ViacomCBS Corp. …”

“…Robert Barton, CCIE No. 6660 (R&S and Security), CCDE No. 2013::6 is a Senior Systems Engineer in the Cisco Canada Public Sector Operation. …”

“…About the Instructor Kevin Wallace , CCIEx2 (Collaboration and R/S) No. 7945, CCSI No. 20061: With Cisco experience dating back to 1989, Kevin has been a network design specialist for the Walt Disney World Resort, an instructor of Cisco courses for Skillsoft, and a network manager for Eastern Kentucky University. …”

“…About the Instructor Kevin Wallace , CCIEx2 (Collaboration and R/S) No. 7945, CCSI No. 20061 With Cisco experience dating back to 1989, Kevin has been a network design specialist for the Walt Disney World Resort, an instructor of Cisco courses for Skillsoft, and a network manager for Eastern Kentucky University. …”

“…About the Instructor Kevin Wallace , CCIEx2 (Collaboration and R/S) No. 7945, CCSI No. 20061: With Cisco experience dating back to 1989, Kevin has been a network design specialist for the Walt Disney World Resort, an instructor of Cisco courses for Skillsoft, and a network manager for Eastern Kentucky University. …”

“…About the Instructor Kevin Wallace , CCIEx2 (Collaboration and R/S) No. 7945, CCSI No. 20061: With Cisco experience dating back to 1989, Kevin has been a network design specialist for the Walt Disney World Resort, an instructor of Cisco courses for Skillsoft, and a network manager for Eastern Kentucky University. …”

“…What You Will Learn Master basic statistics, descriptive statistics, and probability theory Explore ML methods, including decision trees and decision forests Learn probability distributions normal and Poisson distributions Explore hypothesis testing, p-values, types I and II error handling Master logistic regression, linear regression, and regression trees Learn correlation, R-Square, RMSE, MAE, and coefficient of determination Audience This beginner-level course has been niched to cater to an individual looking to master statistics and probability for data science and analysis, an individual looking to pursue a career in data science, or professionals and students wanting to understand statistics for data analysis. …”

“…After reading Tom Patterson's book, you will want to make changes with a sense of urgency. —John R Patrick, president of Attitude LLC and former vice president of Internet Technology at IBM Corporation As companies of all sizes go global in their search for profit and growth, they will need to understand how to use security as a tool for success in different markets, and Mapping Security shows them how. …”

“…If you are interested in making your software development shop a better one, read this book!" --Ricardo R. Garcia, President, Global Rational User Group Council, www.rational-ug.org/index.php "Agile software development is real, it works, and it's here to stay. …”

“…This book is part of the Networking Technology Series from Cisco Press(r), which offers networking professionals valuable information for constructing efficient networks, understanding new technologies, and building successful careers…”