This course is designed for those who is new to data science and interested in understanding why and what is Big Data. This course also includes technology...
This course exlains big data framework using Hadoop ecosystem. This course make you understand several hadoop technologies needed for ...
In this course we explore the use of big data analytics for IoT systems as well as the key requirements for managing big data and for...
Course Duration: 3 - 5 days.
Course Overview:
This course exlains big data framework using Hadoop ecosystem. This course make you understand several hadoop technologies needed for big data insertion, data processing(both realtime and batch processing using MapReduce Framework)
Course Outline:
Module 1: Introduction to Big Data
⇒ Overview
⇒ Big Data properties
⇒ Business outfits from Big Data
⇒ Market Trends
⇒ OLTP vs OLAP vs Warehouse vs Big Data
Module 2: Big Data Framework - Hadoop Ecosystem
⇒ Hadoop Architecture Design Consideration
⇒ HDFS Design and Architecture
⇒ Block Replication Architecture
⇒ YARN Introduction
⇒ Administration
⇒ Monitoring and Troubleshooting
Module 3: Big Data Ingestion - Apache Flume
⇒ Flume Architecture
⇒ Flume Components
⇒ Flume Use cases
⇒ Sqoop
Module 4: Big Data Analysis - MapReduce
⇒ Map Reduce Design
⇒ Small and Big Data
⇒ Data Types in Hadoop
Module 5: Querying Big Data - Hive and LLAP
⇒ Understanding Hive
⇒ Data Types in Hive
⇒ Understanding Hive Components
⇒ LLAP
⇒ Hive and LLAP User Cases
Module 6: Real-Time Analytics - Apache Spark Streaming
⇒ Apache Spark Introduction
⇒ Understanding and Using RDD
⇒ Spark Cluster Design
⇒ Apache Spark Deployment Mode
⇒ PySpark Programming Overview
⇒ PySpark Implementation
⇒ Transformations on DStreams
⇒ Performance Tuning
⇒ NoSQL DB Connectors (MongoDB or Cassandra)
These courses are customized according to your needs. Please mail us at sales@vmslabs.org to get the outline of various course offerings and quotes.
Course Duration: 3 - 5 days.
Course Overview:
This course is designed for those who is new to data science and interested in understanding why and what is Big Data. This course also includes technology behind big data insertion as well as big data processing.
Course Outline:
Module 1: Introduction to Big Data
⇒ Overview
⇒ Big Data properties
⇒ Business outfits from Big Data
⇒ Market Trends
⇒ OLTP vs OLAP vs Warehouse vs Big Data
Module 2: Storing Big Data
⇒ Analysing Data Characteristics
⇒ Understanding Data Models
⇒ Introductions to Big Data Stores
⇒ Decision making on Big Data Store
Module 3: Designing Data using NoSQL Databases
⇒ Name Value NoSQL
⇒ Document oriented NoSQL
⇒ In Memory NoSQL
Module 4: Introduction to Hadoop Ecosystem
⇒ Overview
⇒ Hadoop Architecture
⇒ HDFS Overview
Module 5: Big Data Processing
⇒ Big Data Ingestion technologies
⇒ Big Data Analysis
⇒ Real Time Big Data Processing
⇒ Querying Big Data
Module 6: Designing Big Data Solution
⇒ Big Data Use cases
⇒ Suitable technologies
⇒ Suitable Framework
⇒ Suitable vendor
⇒ Big Data on Cloud
⇒ Cost Model Vs Big Data Sizing
These courses are customized according to your needs. Please mail us at sales@vmslabs.org to get the outline of various course offerings and quotes.
Course Duration: 3 - 5 days.
Course Overview:
In this course we explore the use of big data analytics for IoT systems as well as the key requirements for managing big data and for enabling analytics in an IoT environment
Course Outline::
Module 1: Internet of Things: Understanding
⇒ Overview
⇒ Difference between Internet of Humans and Internet of Things
⇒ IoT Hardware types and embedded systems
Module 2: IoT Data Handling
⇒ Introduction to Socket Programming and shared nothing platforms(Erlang, Go,
Haskell)
⇒ Introduction to in-memory databases
⇒ Introduction to streaming platforms and Message brokers (Apache Kafka and
RabbitMQ)
⇒ Introduction to write optimised platforms and use cases - Name-Value NoSQL
platforms
⇒ Introduction to Document oriented NoSQL platforms and use cases
Module 3: Hadoop Ecosystem: Storing Big Data
⇒ Hadoop Architecture Design Consideration
⇒ HDFS Design and Architecture
⇒ Map Reduce Design
Module 4: IoT Data Ingestion: Apache Flume
⇒ Flume Architecture
⇒ Flume Components
⇒ Flume design Use cases
Module 5: Hive and LLAP: Analysing Big Data
⇒ Understanding Hive
⇒ Data Types in Hive
⇒ Understanding Hive Components
⇒ Hive and LLAP User Case
Module 6: Advance Hive: IoT Data Streaming
⇒ Partitioning and Bucketing
⇒ Hive Streaming
⇒ Hive Metastore and Hive Server
⇒ Use Case
Module 7: IoT on Cloud
⇒ Introduction to Cloud computing - IaaS, SaaS and PaaS
⇒ Benefitting from PaaS
⇒ Introduction to various cloud IoT technologies - AWS and GCP
These courses are customized according to your needs. Please mail us at sales@vmslabs.org to get the outline of various course offerings and quotes.
Connect with us...
+91 9811068796, +91 9910611621