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IBM Open Platform with Apache Hadoop

IBM Open Platform with Apache Hadoop

Category: ODM

Description

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.

p>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.

Audience

This intermediate training course is for those who want a foundation of IBM BigInsights. This includes: Big data engineers, data scientist, developers or programmers, administrators who are interested in learning about IBM's Open Platform with Apache Hadoop.

Duration

2 days

Requirements

one, however, knowledge of Linux would be beneficial.

Curriculum

Unit 1: IBM Open Platform with Apache Hadoop

  • Exercise 1: Exploring the HDFS
p>Unit 2: Apache Ambari

  • Exercise 2: Managing Hadoop clusters with Apache Ambari
p>Unit 3: Hadoop Distributed File System

  • Exercise 3: File access and basic commands with HDFS
p>Unit 4: MapReduce and Yar/p>
  • 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
p>Unit 5: Apache Spark

  • Exercise 5: Working with Spark's RDD to a Spark job
p>Unit 6: Coordination, management, and governance

  • Exercise 6: Apache ZooKeeper, Apache Slider, Apache Knox
p>Unit 7: Data Movement

  • Exercise 7: Moving data into Hadoop with Flume and Sqoop
p>Unit 8: Storing and Accessing Data

  • Topic 1: Representing Data: CSV, XML, JSON, and YAML
  • Topic 2: Open Source Programming Languages: Pig, Hive, and 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
p>Unit 9: Advanced Topics

  • Topic 1: Controlling job workflows with Oozie
  • Topic 2: Search using Apache Solr
  • o lab exercises

Classes

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Our Delivery

on site delivery

Online or On-site de

We created a personalized delivery strategy by offering blended learning

communities of practice

Communities of practice

Find a bunch of people who are on the same page with you.

engaging

Engaging

Engaging platform with gamification for collaboration and friendly competition.

interactive

Interactive

Interactive online trainings and live webinars available.

efficient

Efficient

A special learning environment can boost learning efficiency.

accesible

Accessible

Available anywhere and anytime, on your phone, computer or tablet.

Q&A

  • Can you customize courses to suit our particular requirements? Yes, of course. We offer training consultancy and we establish the most appropriate solution according to the specific needs and business objectives of your company. Contact us and we’ll find the best training solution for you.
  • Can individuals use your services or they are organized for companies?Yes, we organise open courses which can be accessed by individuals. Whether you are looking for an IT or a Business training, you can find it at Brain Concert. Moreover, you’ll meet people from the same area of work as you and we can create communities of practice, where you can share professional tips and tricks and best practices.
  • What types of trainings are available for my company? We offer a variety of courses: in the IT area, there are Agile & Lean Courses, Software Development Courses, QA Courses, Software Administration Courses and Security Courses. We also offer Business Courses, focused on the development of soft skills. Define your objectives and choose the most appropriate training for you or your company.
  • What should I know before choosing a training? You should know that we offer courses for everyone, but you have to choose according to some criteria. First, define your objectives, then, the level of the participants (basic, advanced). There are courses with some requirements attached because the participants of a training session must form a compact group in terms of their previous knowledge so that they and the trainers are on the same page.
  • What is the minimum number of participants if we want in-house training? The minimum number of participants for an in-house depends on the course type. Please contact us to establish these details.
  • Can you organize virtual training sessions or only face to face trainings? Yes, you can choose an online or offline training session. We use Knolyx, an e-learning platform to make the process of online training delivery as efficient as a face to face training session.