Dashboards and Data Visualization


This course introduces dashboard and data visualization technologies with a hands-on approach. Dashboard is a presentation of key performance indicators (KPIs) important to an enterprise. Database and data analytics professionals often build, use, and support dashboards. Data visualization is the application of data science to extract intelligence from data sources, often in a graphical format.

The course introduces the characteristics of dashboards and the principles of data visualization.

Prerequisites:


No prerequisites


Sections :


Section Start Date Time Location Cost Instructor Name Full Schedule Enroll
DBDA.X419.(1) 6/22/2018 06:30 PM SANTA CLARA 1020 Parthasarathy M Padmanabhan View Enroll

Python for Machine Learning: A One-Day Workshop


This one-day lab workshop introduces students to Python, the industry standard machine learning ecosystem that uses algorithms to learn from data and make predictions. Students gain hands-on experience with installing Python libraries like Scikit, Pandas, and Matplotlib and get a quick review of Python, Pandas, and Matplotlib.



Working with a sample dataset, students learn to data cleanse—load a dataset, extract standard statistics, create a dataset visualization, perform dataset pre-processing—and then apply machine learning and prediction.

Prerequisites:


No prerequisites


Deep Learning and Artificial Intelligence with TensorFlow


Deep Learning is an advancement in machine learning technology that uses neural networks for building prediction models.

Prerequisites:


Offering code Offering title
CMPR.X415 Python Programming for Beginners

Sections :


Section Start Date Time Location Cost Instructor Name Full Schedule Enroll
DBDA.X418.(4) 6/28/2018 06:30 PM SANTA CLARA 1020 Ravishankar N Chityala View Enroll
DBDA.X418.(6) 9/25/2018 06:30 PM SANTA CLARA 1020 Ravishankar N Chityala View Enroll
DBDA.X418.(7) 10/5/2018 06:30 PM SANTA CLARA 1020 Oswald Campesato View Enroll

Designing, Building and Integrating RESTful API


Databases, websites, and business applications need to exchange data. This is accomplished by defining standard data formats such as Extensible Markup Language (XML) or JavaScript Object Notation (JSON), as well as transfer protocols or Web services such as the Standard Object Access Protocol (SOAP) or the more popular Representational State Transfer (REST). Developers often have to design their own Application Programing Interfaces (APIs) to make applications work while integrating specific business logic around operating systems, languages or servers.

Prerequisites:


Offering code Offering title
CMPR.X413 Java Programming, Comprehensive

Sections :


Section Start Date Time Location Cost Instructor Name Full Schedule Enroll
IPDV.X401.(2) 7/20/2018 06:30 PM SANTA CLARA 760 Sanjay Patni View Enroll

Artificial Intelligence, Machine Learning, and the Deep Learning Landscape, Introduction


The Artificial Intelligence (AI) revolution generates a lot of interest and opportunity in the academic and business worlds due to its anticipated impact on the economy. One well-known AI researcher described it as “the new electricity” because it will transform our lives and every industry.



AI is already pervasive in our environment. For example, we ask Siri to get directions to the nearest charging station or we order products through Amazon Echo.

Prerequisites:


No prerequisites


Sections :


Section Start Date Time Location Cost Instructor Name Full Schedule Enroll
DBDA.X416.(3) 6/9/2018 10:00 AM SANTA CLARA 350 Hien C Luu View Enroll
DBDA.X416.(4) 8/25/2018 09:00 AM SANTA CLARA 350 Hien C Luu View Enroll

Business Intelligence Solutions


Enterprises rely on business intelligence (BI) to convert relevant information into knowledge that supports better strategic decisions. Many vendors provide business intelligence tools, capable of integrating multiple data sources, processing data analysis, and building interactive dashboards. Databases are often used with additional data management, reporting and analytics capabilities.

Prerequisites:


Offering code Offering title
DBDA.X415 Relational Database Design and SQL Programming

Apache Spark with Scala, Introduction


Apache Spark is one of the latest data processing engines that can support batch, interactive, iterative and graphing processing. The combination of elegant application programming interfaces (APIs) and a fast in-memory general-purpose cluster computing system makes it a very attractive option for companies to leverage for various data processing needs. It complements Hadoop in big data analytic applications. Apache Spark is written in Scala, a functional programming language. However, its APIs are available in three programming languages: Scala, Java and Python.

Prerequisites:


Offering code Offering title
CMPR.X413 Java Programming, Comprehensive

Sections :


Section Start Date Time Location Cost Instructor Name Full Schedule Enroll
DBDA.X400.(4) 6/19/2018 06:30 PM SANTA CLARA 980 Hien C Luu View Enroll

Oracle PL/SQL, Introduction


Oracle Corporation has defined PL/SQL as a procedural language that has the capability to host both procedural and non-procedural statements in accessing and manipulating data stored in a relational database. The procedures and packages written in PL/SQL can run either on the host or the client machine.

Prerequisites:


Offering code Offering title
DBDA.X415 Relational Database Design and SQL Programming

Oracle 12c: Enterprise Architecture and Administration on Linux


Oracle Database 12c is a single, multitenant, container database that hosts many pluggable databases, and facilitates database and server consolidation for enterprise efficiency. This latest version is designed for cloud computing environments with fundamental architectural changes from previous Oracle RDBMS releases. Applications and DBAs are able to seamlessly access plugged-in databases with the same look and feel as that of a native Oracle database.

This course introduces new architectural concepts and DBA best practices in Oracle Database 12c administration.

Prerequisites:


Offering code Offering title
DBDA.X415 Relational Database Design and SQL Programming

Oracle 12c: Administration on Linux II


Oracle Database 12c is designed for a cloud environment and facilitates database consolidation, a major step in enabling cloud computing and enterprise efficiency. This course extends the architectural concepts and DBA practices beyond the “Oracle Database 12c Administration I” course. It covers advanced administration of the new multitenant framework, which consists of container and pluggable databases.

Prerequisites:


Offering code Offering title
DBDA.X412 Oracle 12c: Enterprise Architecture and Administration on Linux

Sections :


Section Start Date Time Location Cost Instructor Name Full Schedule Enroll
DBDA.X411.(2) 6/2/2018 09:00 AM SANTA CLARA 960 Raghav Vinjamuri View Enroll

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