Timestone

1000 Escalon Ave , K 1081 ,Sunnyvale,94085,California

Mode:

Inclass

Claimed Profile

Get consultation

Name
Email
Phone number
Enter course
Enter course
Classroom Training

City

Contact Trainer

T & C apply

About Timestone

BigData Courseware
Bridging the gap

Big Data Developer Topics
Objectives:

Big Data concepts and architecture
MapReduce in depth study and common design patterns
Developing real world applications using Hadoop
Understand NoSQL datastores
Data Analytics and data mining concepts
Rapid application development on hadoop

For more info visit

1. Big data basics

Why study big data
Concepts common to all big data systems
Common terms used in the industry
Big data landscape today

2. Hadoop ecosystem

Hadoop overview
What is behind widespread adoption of hadoop
Historic perspective
Hadoop distributions in market
Hadoop architecture
Deployment view

3. Hadoop HDFS

HDFS overview
HDFS internals in brief
HDFS high availability
Command line access to HDFS

4. Input / Output Formats

Understand popular file formats
Sequence file details
Data serialization and deserialization
APIs supported and best practices

5. Map-Reduce basics

Map-Reduce Overview
Mapper concepts
Reducer concepts
Writing simple map-reduce jobs
Executing Map-Reduce on a cluster
Rapid Application Development

6. Map-Reduce deep dive

Practitioner and Combiner
Shuffle
Primary and Secondary Sort
Speculative Execution
Distributed Cache
Map Reduce Counters

7. Map-Reduce Design patterns

Map Only joins
Reduce only joins
Filtering
Applying Secondary Sort
Total Order Sorting

8. Unit testing and troubleshooting

Unit test frameworks Overview
Writing tests using MRUnit
Local mode execution
End-end testing
Debugging applications

9. Building Application using Hadoop

Real world use case
Develop map-reduce application applied to use case
Local mode execution
Deploy in a cluster environment
Monitor and troubleshoot application deployment

10. NoSQL Datastores

NoSQL database Concepts
Overview of HBase, Cassandra, Voldemort
Deep dive into HBase
Case Study using HBase

11. Big data analytics and data mining

SQL on Hadoop
Data mining using hive
Data visualization
Real time Big Data SQL
Introduction to Cloudera Impala

12. Recap and topics of interest

Recap course material
Big Data Best practices
Student Presentations
Review topics of interest

Big Data Advanced Topics
Objectives:

Focus on real world frameworks and applications
Understand abstractions built on top of hadoop to speed up development
Workflow management
Tuning hadoop
Learn how to evaluate and apply big data technologies towards business problems
Hadoop in real time data processing applications
Machine learning and predictive analytics

For more info visit

1.Big data frameworks and applications (1)

Map-Reduce jobs in other programming languages
Open source map-reduce application frameworks
Aspects of real world big data applications
Big data application case study
Begin project work

2. Big data frameworks and applications (2)

Introduction to Cascading
Implement case study within cascading
Apache zookeeper and how it simplifies applications
Introduction to spark
Spark Case Study

3. Workflow and resource management

Workflow scheduler systems
Using apache Oozie
Azkaban project
Introduction to Mesos

Big data in real time

Storm overview
Storm with hadoop
Adding Search to hadoop
Case studies

5. Data mining techniques

Machine learning
Predictive analytics
Structured vs unstructured data mining

6. Real world projects and recap

Big data protocol stacks: Best practices
Tuning hadoop
Troubleshooting large clusters
Student project presentations

Timestone Training Courses

View All Courses

-
Bigdata Hadoop

Business highlights

IT Professionals as Trainers

Learning a technology with a professional who is well expertise in that solve 60% of your needs.
Hands-on Training

We support any training should be more practical apart from theoretical classes. So, we always give you hands-on training.
Affordable Fees

We are dead cheap in fees. We are having options to make the payment in instalments as well if needed.
10000+ old students to believe

We satisfied 10000+ students from the day we started GangBoard
Counselling by Experts

We have every course material to understand which is prepared by our trainers and we will share with you after session completes.
Own Course Materials

We have every course material to understand which is prepared by our trainers and we will share with you after session completes.