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Course Outline
Introduction
- Why and how project teams adopt Hadoop
- How it all started
- The Project Manager's role in Hadoop projects
Understanding Hadoop's Architecture and Key Concepts
- HDFS
- MapReduce
- Other pieces of the Hadoop ecosystem
What Constitutes Big Data?
Different Approaches to Storing Big Data
HDFS (Hadoop Distributed File System) as the Foundation
How Big Data is Processed
- The power of distributed processing
Processing Data with MapReduce
- How data is picked apart step by step
The Role of Clustering in Large-Scale Distributed Processing
- Architectural overview
- Clustering approaches
Clustering Your Data and Processes with YARN
The Role of Non-Relational Database in Big Data Storage
Working with Hadoop's Non-Relational Database: HBase
Data Warehousing Architectural Overview
Managing Your Data Warehouse with Hive
Running Hadoop from Shell-Scripts
Working with Hadoop Streaming
Other Hadoop Tools and Utilities
Getting Started on a Hadoop Project
- Demystifying complexity
Migrating an Existing Project to Hadoop
- Infrastructure considerations
- Scaling beyond your allocated resources
Hadoop Project Stakeholders and Their Toolkits
- Developers, data scientists, business analysts and project managers
Hadoop as a Foundation for New Technologies and Approaches
Closing Remarks
Requirements
- A general understanding of programming
- An understanding of databases
- Basic knowledge of Linux
Testimonials
The fact that we were able to take with us most of the information/course/presentation/exercises done, so that we can look over them and perhaps redo what we didint understand first time or improve what we already did.
Raul Mihail Rat - Edina Kiss, Accenture Industrial SS
Python, Spark, and Hadoop for Big Data Course
I liked that it managed to lay the foundations of the topic and go to some quite advanced exercises. Also provided easy ways to write/test the code.
Ionut Goga - Edina Kiss, Accenture Industrial SS
Python, Spark, and Hadoop for Big Data Course
The live examples
Ahmet Bolat - Edina Kiss, Accenture Industrial SS
Python, Spark, and Hadoop for Big Data Course
The working sessions where we worked on real issues we are trying to solve and built out solutions together.
Jacob Jaskolka, BHG Financial
Apache NiFi for Administrators Course
Hands on
Isaac Hastings, New Zealand Defence Force
Apache NiFi for Administrators Course
Hands on.
Dwayne McDonald - Isaac Hastings, New Zealand Defence Force
Apache NiFi for Administrators Course
The trainer was always open for questions and willing to answer and explain everything. He seems to have very good and deep knowledge of what he is teaching. We were able to focus more on topics that might bring value for us since we were only two students.
DEVK Deutsche Eisenbahn Versicherung Sach- und HUK-Versicherungsverein a.G.
Hadoop and Spark for Administrators Course
James answered my every question, was extremely patient and explained me everything. NIFI was Greek and latin for me and i have learnt what was a processor, flunnel and the root process from Beginner level to Advanced Level.
Firdous Hashim Ali - MOD A BLOCK
Apache NiFi for Developers Course
That I had it in the first place.
Peter Scales - CACI Ltd
Apache NiFi for Developers Course
Work exercises with cluster to see performance of nodes across cluster and extended functionality
CACI Ltd
Apache NiFi for Developers Course
I found this course gave a great overview and quickly touched some areas I wasn't even considering.
- Veterans Affairs Canada
Hadoop Administration Course
I found the training good, very informative....but could have been spread over 4 or 5 days, allowing us to go into more details on different aspects.
- Veterans Affairs Canada
Hadoop Administration Course
practical things of doing, also theory was served good by Ajay
Dominik Mazur - Capgemini Polska Sp. z o.o.
Hadoop Administration on MapR Course
The VM I liked very much The Teacher was very knowledgeable regarding the topic as well as other topics, he was very nice and friendly I liked the facility in Dubai.
Safar Alqahtani - Elm Information Security
Big Data Analytics in Health Course
Many hands-on sessions.
Jacek Pieczątka
Administrator Training for Apache Hadoop Course
Big competences of Trainer
Grzegorz Gorski
Administrator Training for Apache Hadoop Course
Trainer give reallive Examples
Simon Hahn
Administrator Training for Apache Hadoop Course
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