Big Data promises big benefits to your organization, but it real barriers exist in achieving these benefits.  Today's Big Data projects face serious challenges around skills, application integration, and security.  Oracle Big Data SQL radically reduces these barriers to entry by providing unified query and management of data in Oracle Database, Hadoop, and beyond.  In…

Big Data promises big benefits to your organization, but it real barriers exist in achieving these benefits.  Today's Big Data projects face serious challenges around skills, application integration, and security. Oracle Big Data SQL radically reduces these barriers to entry by providing unified query and management of data in Oracle Database, Hadoop, and beyond. In…

A database is a database, right? Wrong! Come learn from someone with the scars how the new NoSQL kids on the block want to grow up to become a SQL database, and how Big Daddy Oracle wants to skate with the database upstarts. As part of this talk, we will learn just enough to understand…

Many enterprise have data in Oracle Databases, so with the avaliability of Hadoop, one can build a commodity cluster to process large amounts of data, and then use OLH (Oracle Loader for Hadoop) to load an Oracle Database 12C table with the in-memory feature. The lab focus is to first understand the Java M-R (Map-Reduce) programming paradigm which is the basis of OLH,…

Hadoop based data stores have attracted imagination of technologists, management, and technology leaders. Hadoop data stores are distinctly different from traditional structured relational databases. It opened door for new paradigms in storing data structured and unstructured data. It led to a concept of 'store first', 'think later as how to use it'. This session focuses…

Big Data promises big benefits to your organization, but it real barriers exist in achieving these benefits.  Today's Big Data projects face serious challenges around skills, application integration, and security.  Oracle Big Data SQL radically reduces these barriers to entry by providing unified query and management of data in Oracle Database, Hadoop, and beyond.  In…

This talks dives into the extreme details of Building Recommendation Platforms. It covers the end to end Architecture and Design of such a system. It dives into the various ML Algorithms to be used along with their details. It also covers the Solutions to commonly seen Recommendation Patterns and detailed Use Cases along with their…

Learn how to use the high speed Oracle Big Data Connectors to integrate data on Hadoop with data in Oracle Database. Oracle Loader for Hadoop and Oracle SQL Connector for HDFS provide very fast and efficient load from Hadoop into the database and Oracle SQL access to data on Hadoop. These connectors are essential components…

SQL isn't just for databases anymore. Hadoop is the platform for Big Data and Cloudera Impala brings interactive SQL access to that data. This session will go through a brief overview of the Hadoop environment and focus on the motive, design goals, functionality, and architecture of Impala. The attendee will leave with an understanding of…

Just few years ago, it was completely acceptable to run a nightly process that took eight hours or more to load data into a data warehouse. Business executives were satisfied with reports and dashboards showing yesterday's data. In the past year, every single CIO I worked with had the same requirement—business intelligence updated in near…