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To help you navigate the large number of new data tools available, this guide describes 60 of the most recent innovations, from NoSQL databases and MapReduce approaches to machine learning and visualization tools. Descriptions are based on first-hand experience with these tools in a production environment. This handy glossary also includes a chapter of key terms that help define many of these tool categories: NoSQL Databases--Document-oriented databases using a key/value interface rather than SQL MapReduce--Tools that support distributed computing on large datasets Storage--Technologies for storing data in a distributed way Servers--Ways to rent computing power on remote machines Processing--Tools for extracting valuable information from large datasets Natural Language Processing--Methods for extracting information from human-created text Machine Learning--Tools that automatically perform data analyses, based on results of a one-off analysis Visualization--Applications that present meaningful data graphically Acquisition--Techniques for cleaning up messy public data sources Serialization--Methods to convert data structure or object state into a storable format
If you're a developer looking to supplement your own data tools and services, this concise ebook covers the most useful sources of public data available today. You'll find useful information on APIs that offer broad coverage, tie their data to the outside world, and are either accessible online or feature downloadable bulk data. You'll also find code and helpful links. This guide organizes APIs by the subjects they cover--such as websites, people, or places--so you can quickly locate the best resources for augmenting the data you handle in your own service. Categories include: Website tools such as WHOIS, bit.ly, and Compete Services that use email addresses as search terms, including Github Finding information from just a name, with APIs such as WhitePages Services, such as Klout, for locating people with Facebook and Twitter accounts Search APIs, including BOSS and Wikipedia Geographical data sources, including SimpleGeo and U.S. Census Company information APIs, such as CrunchBase and ZoomInfo APIs that list IP addresses, such as MaxMind Services that list books, films, music, and products
Select your download format based upon: 1) how you want to read your book, and 2) compatibility with your reading tool. For more details, visit the Formats page under the Getting Started tab.See and hear words read aloud
- DAISY Text - See words on the screen and hear words being read aloud with the text-to-speech voice installed on your reading tool. Navigate by page, chapter, section, and more. Can also be used in audio-only mode. Compatible with many reading tools, including Bookshare’s free reading tools.
- DAISY Text with Images - Similar to DAISY Text with the addition of images within the Text. Your reading tool must support images.
- Read Now with Bookshare Web Reader - Read and see images directly from your Internet browser without downloading! Text-to-speech voicing and word highlighting are available on Google Chrome (extension installation required). Other browsers can be used with limited features. Learn more
- DAISY Audio - Listen to books in audio-only mode with the high-quality Kendra voice by Ivona pre-installed. Navigate by page, chapter, section, and more. Must be used with a DAISY Audio compatible reading tool.
- MP3 - Listen to books in audio-only mode with the high-quality Kendra voice by Ivona pre-installed. Navigate using tracks. Can be used with any MP3 player.
- BRF (Braille Ready Format) - Read with any BRF compatible refreshable braille display; navigate using the search or find feature.
- DAISY Text - Read with any DAISY 3.0 compatible refreshable braille display, navigate by page, chapter, section, and more.
- Embossed Braille - Use Bookshare’s DAISY Text or BRF formats to generate embossed braille.