Big data school ( Hive,Map reduce,Hdfs) | Training
Course Contents
The course covers the following topics:
- The Motivation For Hadoop
- Problems with traditional large-scale systems
- Requirements for a new approach
- Hadoop: Basic Concepts
- What is Hadoop?
- The Hadoop Distributed File System
- How MapReduce Works
- Anatomy of a Hadoop Cluster
- Writing a MapReduce Program
- Examining a Sample MapReduce Program
- Basic API Concepts
- The Driver Code
- The Mapper
- The Reducer
- Hadoop's Streaming API
- The Hadoop Ecosystem
- Hive and Pig
- HBase
- Flume
- Other Ecosystem Projects
- Integrating Hadoop Into The Workflow
- Relational Database Management Systems
- Storage Systems
- Importing Data from RDBMSs With Sqoop
- Importing Real-Time Data with Flume
- Delving Deeper Into The Hadoop API
- Using Combiners
- The configure and close Methods
- SequenceFiles
- Partitioners
- Counters
- Directly Accessing HDFS
- ToolRunner
- Using The Distributed Cache
- Common MapReduce Algorithms
- Sorting and Searching
- Indexing
- Classification/Machine Learning
- Term Frequency - Inverse Document Frequency
- Word Co-Occurrence
- Using Hive and Pig
- Hive Basics
- Pig Basics
- Debugging MapReduce Programs
- Testing with MRUnit
- Logging
- Other Debugging Strategies
- Advanced MapReduce Programming
- A Recap of the MapReduce Flow
- Custom Writables and WritableComparables
- The Secondary Sort
- Creating InputFormats and OutputFormats
- Pipelining Jobs With Oozie.
- Joining Data Sets in MapReduce Jobs
- Map-Side Joins
- Reduce-Side Joins
- Graph Manipulation in Hadoop
- Introduction to graph techniques
- Representing Graphs in Hadoop
- Implementing a sample algorithm: Single Source Shortest Path.
- or full course details please visit our website www.hadooponlinetraining.net
- 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.
- For any further details please
- contact India +91-9052666559
- Usa : +1-678-693-3475.
- visit www.hadooponlinetraining.net
- please mail us all queries to info@magnifictraining.com
