IBM BigInsights Foundation - SPVC
This training course is for those who want a foundation of IBM BigInsights. This course consists of two separate modules.
The first module is IBM BigInsights Overview and it will give you an overview of IBM's big data strategy as well as a why it is important to understand and use big data. It will cover IBM BigInsights as a platform for managing and gaining insights from your big data. As such, you will see how the BigInsights have aligned their offerings to better suit your needs with the IBM Open Platform (IOP) along with the three specialized modules with value-add that sits on top of the IOP. Along with that, you will get an introduction to the BigInsights value-add including Big SQL, BigSheets, and Big R.
The second module is IBM Open Platform with Apache Hadoop. IBM Open Platform (IOP) with Apache Hadoop is the first premiere collaborative platform to enable Big Data solutions to be developed on the common set of Apache Hadoop technologies. The Open Data Platform initiative (ODP) is a shared industry effort focused on promoting and advancing the state of Apache Hadoop and Big Data technologies for the enterprise. The current ecosystem is challenged and slowed by fragmented and duplicated efforts between different groups. The ODP Core will take the guesswork out of the process and accelerate many use cases by running on a common platform. It allows enterprises to focus on building business driven applications.
This module provides an in-depth introduction to the main components of the ODP core --namely Apache Hadoop (inclusive of HDFS, YARN, and MapReduce) and Apache Ambari -- as well as providing a treatment of the main open-source components that are generally made available with the ODP core in a production Hadoop cluster.
IBM BigInsights v4 itself is built upon the ODP core and these other main open-source components.The relationships between the IBM Open Platform with Apache Hadoop and the BigInsights add-ons is covered briefly in Unit 1 – pro.
If you are enrolling in a Self Paced Virtual Classroom or Web Based Training course, before you enroll, please review the Self-Paced Virtual Classes and Web-Based Training Classes on our Terms and Conditions page, as well as the system requirements, to ensure that your system meets the minimum requirements for this course.
http://www.ibm.com/training/terms
Målgrupp
This intermediate course is for those who want a foundation of IBM BigInsights. This includes the following and those who are interested in learning about IBM's Open Platform with Apache Hadoop:
- Big data engineers
- Data scientist
- Developers or programmers
- Administrators
This course consists of two separate modules. The first module is IBM BigInsights Overview and it will give you an overview of IBM's big data strategy as well as a why it is important to understand and use big data. The second module is IBM Open Platform with Apache Hadoop. IBM Open Platform (IOP) with Apache Hadoop is the first premiere collaborative platform to enable Big Data solutions to be developed on the common set of Apache Hadoop technologies.
Kursinnehåll
IBM BigInsights Overview (DW6A1)
- Unit 1: Introduction to Big Data
- Exercise 1: Setting up the lab environment
- Unit 2: Introduction to IBM BigInsights
- Exercise 2: Getting started with IBM BigInsights
- Unit 3: IBM BigInsights for Analysts
- Exercise 3: Working with Big SQL and BigSheets
- Unit 4: IBM BigInsights for Data Scientist
- Exercise 4: Analyzing data with Big R, Jaql, and AQL
- Unit 5: IBM BigInsights for Enterprise Management
IBM Open Platform with Apache Hadoop (DW6B1)
- Unit 1: IBM Open Platform with Apache Hadoop
- Exercise 1: Exploring the HDFS
- Unit 2: Apache Ambari
- Exercise 2: Managing Hadoop clusters with Apache Ambari
- Unit 3: Hadoop Distributed File System
- Exercise 3: File access & basic commands with HDFS
- Unit 4: MapReduce and Yarn
- Topic 1: Introduction to MapReduce based on MR1
- Topic 2: Limitations of MR1
- Topic 3: YARN and MR2
- Exercise 4: Creating and coding a simple MapReduce job
- Possibly a more complex second Exercise
- Unit 5: Apache Spark
- Exercise 5: Working with Spark's RDD to a Spark job
- Unit 6: Coordination, management, and governance
- Exercise 6: Apache ZooKeeper, Apache Slider, Apache Knox
- Unit 7: Data Movement
- Exercise 7: Moving data into Hadoop with Flume and Sqoop
- Unit 8: Storing and Accessing Data
- Topic 1: Representing Data: CSV, XML, JSON, & YAML
- Topic 2: Open Source Programming Languages: Pig, Hive, & Other [R, Python, etc]
- Topic 3: NoSQL Concepts
- Topic 4: Accessing Hadoop data using Hive
- Exercise 8: Performing CRUD operations using the HBase shell
- Topic 5: Querying Hadoop data using Hive
- Exercise 9: Using Hive to Access Hadoop / HBase Data
- Unit 9: Advanced Topics
- Topic 1: Controlling job workflows with Oozie
- Topic 2: Search using Apache Solr
- No lab exercises
Tekniska förkunskapskrav
There are no pre-requisites for this course. However, knowledge of Linux would be beneficial.
Investering
Arrow ECS
Arrow ECS Education – Utbildar IT-proffs
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Då har du kommit rätt!
Arrow ECS har genomfört certifierade IT-utbildningar för konsultbolag och slutanvändare sedan 1992. Vi kan distribution av IT-produkter och tjänster och förstår därmed vilka krav på kunskaper som din verksamhet har. Den tid och budget som du lägger på utbildning ska också ge mätbara resultat i form av effektivitetsökning. Detta kan vi hjälpa dig med.
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Intresseanmälan
Arrow ECS Education – Utbildar IT-proffs
Söker du avancerade IT-kurser för att bättre kunna hantera ditt företags IT-miljö? Då har du kommit rätt! Arrow ECS har genomfört certifierade IT-utbildningar för konsultbolag och slutanvändare sedan 1992. Vi kan distribution av IT-produkter och tjänster och förstår därmed vilka krav...