| Courses Software Training | Locality Yashwantnagar |
• What is Big Data & Why Hadoop?
• Big Data Characteristics, Challenges with traditional system
• Hadoop Overview & it’s Ecosystem
• Anatomy of Hadoop Cluster, Installing and Configuring Hadoop
• Hands-On Exercise
• HDFS – Hadoop Distributed File System
• Name Nodes and Data Nodes
• Hands-On Exercise
• Map Reduce Anatomy
• How Map Reduce Works?
• The Mapper & Reducer, Input Formats & Output Formats, Data Type & Customer Writable
• Developing Map Reduce Programs
• Setting up Eclipse Development Environment, Creating Map Reduce Projects, Debugging and Unit Testing Map Reduce Code, Testing with MRUnit
• Hands-On Exercise
• Advanced Map Reduce Concepts
• Combiner, Partitioner, Counter, Compression, Setup and teardown, Speculative Execution, Zero Reducer and Distributed Cache
• Hands-On Exercise
• Advanced Map Reduce Algorithms
• Sorting, Searching and Indexing, Multiple Inputs, Chaining multiple jobs
• Joins, Handling Binary & Unstructured data
• Hands-On Exercise
• Advanced Tips & Techniques
• Determining optimal number of reducers, skipping bad records
• Partitioning into multiple output files & Passing parameters to tasks
• Optimizing Hadoop Cluster & Performance Tuning
• Monitoring & Management of Hadoop
• Managing HDFS with Tools like fsck and dfsadmin
• Using HDFS & Job Tracker Web UI
• Routine Administration Procedures
• Commissioning and decommissioning of nodes
• Hands-On Exercise
• Using Hive & Pig
• Hive Basics & Pig Basics
• Hands-On Exercise
• Sqoop
• Importing and exporting data from using RDBMS
• Hands-On Exercise
• Deploying Hadoop on Cloud
• Deploying and Configuring Hadoop on Amazon EC2
• Using Amazon EMR (Elastic Map Reduce)
• Hadoop Best Practices and Use Cases.
or full course details please visit our website www.microsoftdynamicsonlinetraining.com
Duration for course is 30 days or 45 hours and special care will be taken. It is a one to one training with hands on experience.
* Resume preparation and Interview assistance will be provided.
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contact India +91-9052666559
Usa : +1-678-693-3475.
visit www.microsoftdynamicsonlinetraining.com
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