Plan Szkolenia
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
Wymagania
- A general understanding of programming
- An understanding of databases
- Basic knowledge of Linux
Opinie uczestników (5)
Many hands-on sessions.
Jacek Pieczątka
Szkolenie - Administrator Training for Apache Hadoop
practical things of doing, also theory was served good by Ajay
Dominik Mazur - Capgemini Polska Sp. z o.o.
Szkolenie - Hadoop Administration on MapR
Projekt do samodzielnego przygotowania, interesujący przykład DevOps-owej pacy z Ambari, wsparcie trenera (logowanie na maszynę wirtualną, dobra i bezpośrednia komunikacja)
Bartłomiej Krasiński - Rossmann SDP
Szkolenie - HBase for Developers
Część praktyczna.
Arkadiusz Iwaszko
Szkolenie - Big Data Hadoop Analyst Training
I thought he did a great job of tailoring the experience to the audience. This class is mostly designed to cover data analysis with HIVE, but me and my co-worker are doing HIVE administration with no real data analytics responsibilities.