Spark for Python Developers - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Spark for Python Developers write by Amit Nandi. This book was released on 2015-12-24. Spark for Python Developers available in PDF, EPUB and Kindle. A concise guide to implementing Spark Big Data analytics for Python developers, and building a real-time and insightful trend tracker data intensive appAbout This Book• Set up real-time streaming and batch data intensive infrastructure using Spark and Python• Deliver insightful visualizations in a web app using Spark (PySpark)• Inject live data using Spark Streaming with real-time eventsWho This Book Is ForThis book is for data scientists and software developers with a focus on Python who want to work with the Spark engine, and it will also benefit Enterprise Architects. All you need to have is a good background of Python and an inclination to work with Spark.What You Will Learn• Create a Python development environment powered by Spark (PySpark), Blaze, and Bookeh• Build a real-time trend tracker data intensive app• Visualize the trends and insights gained from data using Bookeh• Generate insights from data using machine learning through Spark MLLIB• Juggle with data using Blaze• Create training data sets and train the Machine Learning models• Test the machine learning models on test datasets• Deploy the machine learning algorithms and models and scale it for real-time eventsIn DetailLooking for a cluster computing system that provides high-level APIs? Apache Spark is your answer—an open source, fast, and general purpose cluster computing system. Spark's multi-stage memory primitives provide performance up to 100 times faster than Hadoop, and it is also well-suited for machine learning algorithms.Are you a Python developer inclined to work with Spark engine? If so, this book will be your companion as you create data-intensive app using Spark as a processing engine, Python visualization libraries, and web frameworks such as Flask.To begin with, you will learn the most effective way to install the Python development environment powered by Spark, Blaze, and Bookeh. You will then find out how to connect with data stores such as MySQL, MongoDB, Cassandra, and Hadoop.You'll expand your skills throughout, getting familiarized with the various data sources (Github, Twitter, Meetup, and Blogs), their data structures, and solutions to effectively tackle complexities. You'll explore datasets using iPython Notebook and will discover how to optimize the data models and pipeline. Finally, you'll get to know how to create training datasets and train the machine learning models.By the end of the book, you will have created a real-time and insightful trend tracker data-intensive app with Spark.Style and approach This is a comprehensive guide packed with easy-to-follow examples that will take your skills to the next level and will get you up and running with Spark.
Charlie Christian
Charlie Christian - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Charlie Christian write by Charlie Christian. This book was released on 2016-07-20. Charlie Christian available in PDF, EPUB and Kindle. For many, the story of jazz guitar begins with Charlie Christian. In 1939, at 23 years old, Charlie joined the Bennie Goodman Sextet, already one of the most famous jazz bands in the world. Over the next two years of his all-too-brief life Charlie redefined the role of jazz guitar, expanding it from its role in the rhythm section to that of lead instrument on par with the great horn players. Simultaneously, his late-night jam sessions alongside Thelonious Monk, Dizzy Gillespie, Charlie Parker, and Kenny Clarke at Harlem's renowned Minton's jazz club led to a revolutionary new jazz called Bebop. To best understand Charlie Christian's approach to improvising, for each song this book provides multiple examples of his soloing. Comparing and contrasting these different solos---taken from alternate takes, various recording sessions, and live radio broadcasts---will give you a better sense of not only Charlie's core concepts, but also how he developed a variety of ideas out of them. Each song is presented with performance notes that include information about the recordings (date, place, personnel, etc.), a lead sheet for the composition, and transcriptions of the live and studio performances placed in chronological order---in both standard notation and tablature. In addition, there is a full analysis of his improvisation style to give you ideas on what to look out for. We've also included a bio, a discussion of his gear, and tributes from over 30 jazz greats. Featuring multiple solos from: * As Long as I Live * Benny's Bugle * Boy Meets Goy (Grand Slam) * Flying Home * Gone with "What" Wind * Good Enough to Keep (Air Mail Special) * Honeysuckle Rose * I've Found a New Baby * Rose Room * The Sheik of Araby
Treasures of the Royal Irish Academy Library
Treasures of the Royal Irish Academy Library - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Treasures of the Royal Irish Academy Library write by Royal Irish Academy. Library. This book was released on 2009. Treasures of the Royal Irish Academy Library available in PDF, EPUB and Kindle. This beautifully illustrated hardback volume examines the nationally and internationally important holdings of the Library of the Royal Irish Academy (Dublin). The book not only celebrates the diversity of the works that the library curates, but it is also an exploration of: the nature and origins of the collections and artifacts, the people who have shaped and commented on them over the course of time, and the ways in which this major national resource has enhanced the understanding of Ireland, its people, and its place in the world. The book discusses the library's collection of over 1,400 manuscripts in the Irish language, the records of the 19th-century Ordnance Survey, rare scientific and natural history imprints, the incomparable Haliday Pamphlet and Tract collections, the rich Forde-Pigot collection of Irish airs, and thousands of antiquarian drawings that cover the entire island.
Bibliotheca Ms. Stowensis a Descriptive Catalogue of the Manuscripts in the Stowe Library by the Rev. Charles O'Conor
Bibliotheca Ms. Stowensis a Descriptive Catalogue of the Manuscripts in the Stowe Library by the Rev. Charles O'Conor - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Bibliotheca Ms. Stowensis a Descriptive Catalogue of the Manuscripts in the Stowe Library by the Rev. Charles O'Conor write by . This book was released on 1818. Bibliotheca Ms. Stowensis a Descriptive Catalogue of the Manuscripts in the Stowe Library by the Rev. Charles O'Conor available in PDF, EPUB and Kindle.
Learner-centred Education in International Perspective
Learner-centred Education in International Perspective - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Learner-centred Education in International Perspective write by Michele Schweisfurth. This book was released on 2013. Learner-centred Education in International Perspective available in PDF, EPUB and Kindle. Explores debates around learner-centred education (or child-centred education) as a strategy for developing teachers' classroom practice and asks whether a 'Western' construct is appropriate for application in all societies and classrooms.
