WELCOME TO HPE E Z M E R A L LEARN ON-DEMAND
AI & Machine Learning
Application Containers & Kubernetes
Intro to Big Data
Data Fabric (v6) Admin Series
Data Analysis Series
HPE Data Fabric Essentials
Covers basics of the HPE Data Fabric: core components, features, benefits, and real-world use cases, showing how businesses use the Data Fabric to accelerate digital transformation.
HPE Data Fabric Database Essentials
Evolution of database types, from the traditional RDBMS to NoSQL databases like Apache HBase, and now to the HPE Data Fabric Database with OJAI
Query and Store Data with Apache Hive
Review of SQL-on-Hadoop tools. Learn to create, load, query, and manipulate tables, and use Hive Query Language to query structured data without writing MapReduce code.
Transform Data with Apache Pig
Use Pig to analyze structured data without writing MapReduce code. Covers data pipeline tools, how to load, and manipulate relations and use UDFs in relations.
Design and Build a Data Fabric Database - DEV 331
Learn to design the schema and row keys, work with complex schema, import data, replicate tables, and perform an ETL operation
Application Containers and Kubernetes
Learn how you can provide persistent storage for stateless containers running in Kubernetes so you can orchestrate containerized applications and resources across a global landscape
Secure a Data Fabric Cluster
Info on securing data on a Data Fabric cluster, covering the four pillars of security; authentication, authorization, auditing, and encryption.
Build Machine Learning Projects
Only an estimated 20% of ML projects make it into production. Learn how to use a repeatable process of six steps for any machine learning workflow.
Introduction to Apache Spark
Learn the benefits of using Spark 2.1 for developing streaming applications
Install a Data Fabric Cluster (v6) - ADM 200
Learn how to install a Data Fabric cluster: prepare nodes, run a pre-installation audit, install the cluster, verifying installation, run post-installation benchmark testing
Apache Drill Performance and Debugging
Use SQL queries on a variety of data types, including structured data in a Hive table, semi-structured data in HBase or Data Fabric-DB, and complex data file types such as Parquet and JSON.
Data Fabric Cluster Maintenance (v6) - ADM 203
Covers how to maintain and troubleshoot an installed cluster,using monitoring to build custom dashboards, configure alerts and respond to various cluster alarms
Configure a Data Fabric Cluster (v6) - ADM 202
Set up global configuration parameters and configure client access, use Access Control Expressions (ACEs), and configure Virtual IP Addresses (VIPs)
Introduction to Artificial Intelligence and Machine Learning
Learn the basic concepts of AI and ML, how learning algorithms work, and how AI and ML fit in the data science ecosystem.
Advanced Apache Spark
Build data pipeline applications using Spark Streaming, Spark SQL, Spark GraphFrame, and MLlib
Build and Monitor Apache Spark Applications
Learn to build standalone Spark applications, components of Spark execution model, use the Spark Web UI
Develop Applications with HPE Data Fabric Database - DEV 332
Control user access to the database, and learn to query and filter data using primary and secondary indexes with Apache Drill.
Introduction to HPE Data Fabric Database - DEV 330
Learn to install, design, and build an HPE Data Fabric database then write applications to process and analyze data
Enterprise Data in the Cloud
Learn how the HPE Data Fabric improves your cloud strategy with enhanced features, functionality, and cost savings.
Ezmeral Container Platform Install
Covers installing and managing an Ezmeral Container Platform cluster. Includes installation checklist, sizing tools, ecosystem planning, and virtual cluster lifecycle scripts.
Not currently available
Introduction to SQL Analytics with Apache Drill
Intro to Apache Drill, covering some Drill SQL interfaces, queries, use cases, and the basics of data analysis. Use Drill to explore known or unknown data without writing code.
Introduction to Big Data
Learn the history and fundamentals of traditional data models, and the transition to big data model concepts, tools and roles
Apache Hadoop Essentials
Intro to the Hadoop Distributed File System and MapReduce, open source ecosystem tools such as Apache Spark, Apache Drill, and Apache Pig, and an overview of some real-world use cases.
Store and Protect Cluster Data (v6) - ADM 201
Learn how to design and implement a volume plan; snapshots for protection against user or application errors, and mirror volumes for load balancing, backup, or disaster recovery.
HPE Container Platform Essentials
How the Ezmeral Container Platform delivers a unified solution to accelerate time-to-value for both cloud-native and non cloud-native enterprise apps
Not currently available
Working with YARN (v6) - ADM 204
Install YARN services and learn about YARN job execution, logging options, and ways to allocate resources to YARN. Select the right YARN job schedulers and how to control job placement.