In this session, Brett McLaughlin, Chief Data Strategist at Akamai, discussed his journey to creating a forecasting solution. He sheds light on some limitations, some innovative thinking, and some hacks that one could use to structure a good forecasting model.

Timeline: 0:29 Brett's journey. 15:06 Data scientist fulling the vision of the CEO. 24:25 Art of doing business and science of doing business. 29:23 Data science and mathematics. 34:55 Salesforce defining the value of algorithms. 38:14 Capturing feedback to improve data models. 46:14 First steps in building a futuristic data model. 54:27 Using algorithms to forecast. 1:01 Tips for data leaders to build a team.

Podcast link: https://futureofdata.org/discussing-forecasting-brett-mclaughlin-akabret-akamai/

Here's Brett's Bio: Twenty-one years of experience transforming business operations through more intelligent use of data. Expertise in leading organizations in data transformation, predictive analytics (e.g., forecasting, linear programming, operational simulations, etc.), world-class visualizations and interfaces, and tight integration into existing operations.

About #Podcast:

FutureOfData podcast is a conversation starter to bring leaders, influencers, and lead practitioners to discuss their journey to create the data-driven future.

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Keywords:

FutureOfData #DataAnalytics #Leadership #Podcast #BigData #Strategy

If you can build websites with CSS and JavaScript, this book takes you to the next level—creating dynamic, database-driven websites with PHP and MySQL. Learn how to build a database, manage your content, and interact with users through queries and web forms. With step-by-step tutorials, real-world examples, and jargon-free explanations, you’ll soon discover the power of server-side programming. The important stuff you need to know: Get a running start. Write PHP scripts and create a web form right away. Learn the language. Get up to speed on PHP and SQL syntax quickly. Build a database. Use MySQL to store user information and other data. Make it dynamic. Create pages that change with each new viewing. Be ready for mistakes. Plan error messages to help direct users. Manage your content. Use the file system to access user data, including images and other binary files. Control operations. Create an administrative interface to oversee your site.

Java and XML, 3rd Edition, shows you how to cut through all the hype about XML and put it to work. It teaches you how to use the APIs, tools, and tricks of XML to build real-world applications. The result is a new approach to managing information that touches everything from configuration files to web sites. After two chapters on XML basics, including XPath, XSL, DTDs, and XML Schema, the rest of the book focuses on using XML from your Java applications. This third edition of Java and XML covers all major Java XML processing libraries, including full coverage of the SAX, DOM, StAX, JDOM, and dom4j APIs as well as the latest version of the Java API for XML Processing (JAXP) and Java Architecture for XML Binding (JAXB). The chapters on web technology have been entirely rewritten to focus on the today's most relevant topics: syndicating content with RSS and creating Web 2.0 applications. You'll learn how to create, read, and modify RSS feeds for syndicated content and use XML to power the next generation of websites with Ajax and Adobe Flash. Topics include: The basics of XML, including DTDs, namespaces, XML Schema, XPath, and Transformations The SAX API, including all handlers, filters, and writers The DOM API, including DOM Level 2, Level 3, and the DOM HTML module The JDOM API, including the core and a look at XPath support The StAX API, including StAX factories, producing documents and XMLPull Data Binding with JAXB, using the new JAXB 2.0 annotations Web syndication and podcasting with RSS XML on the Presentation Layer, paying attention to Ajax and Flash applications If you are developing with Java and need to use XML, or think that you will be in the future; if you're involved in the new peer-to-peer movement, messaging, or web services; or if you're developing software for electronic commerce, Java and XML will be an indispensable companion.

More Java developers today want to work with XML, the technology that enables data to be transported intact over the Internet, but they don't have time to become XML experts. If this describes you, then you'll appreciate data binding, the new way of converting XML documents into Java objects, so those documents can be worked on and manipulated like any other Java object, then converted back to XML This new title provides an in-depth technical look at XML Data Binding. The book offers complete documentation of all features in both the Sun Microsystems JAXB API and popular open source alternative implementations (Enhydra Zeus, Exolabs Castor and Quick). It also gets into significant detail about when data binding is appropriate to use, and provides numerous practical examples of using data binding in applications. As Author Brett McLaughlin says "Too many books are written about technologies by people who barely understand them. I've already written two data binding implementations (Zeus, and a previous one for IBM DeveloperWorks.) I've actually used data binding for longer than the official specification has been in existence, and I've really been able to dig into what it takes to code an effective data biding implementation, as well as use one correctly. This book is part user guide, part under-the-hood manual, and part use-case. It's a powerful combination, and one I think people need."

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