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Apache Spark and Scala

$150.00 $120.00

Spark Framework is Polyglot- can be programmed in several programming languages and along with the scattered big data all over the web. This Scala tutorial using spark is the best any programmer can get by just a click from their couch. The course will be accompanied by industry experts with your ease of time.

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Spark Framework is Polyglot- can be programmed in several programming languages and along with the scattered big data all over the web. This Scala tutorial using spark is the best any programmer can get by just a click from their couch. The course will be accompanied by industry experts with your ease of time.

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Introduction to Big Data, Hadoop and Spark

Overview of Big Data
Introduction to Apache Hadoop
Hadoop Distributed File System
Hadoop mapreduce
Introduction to Apache Spark, Characteristics and use cases
Spark Unified Stack
Apache Spark architecture

Introduction to Scala Programming language

Introduction to Scala and Basic Syntax
Classes and Objects
If else Statements
Loops in Scala

Advanced Scala Programming

Functions and Procedures
Access Modifiers
Strings and Arrays
Scala Collections

Classes and Objects

Scala Traits
Pattern Matching
Exception Handling and files I/O

Apache Spark RDDs'

Programming with RDDs'
Starting with Spark
Creating RDDs'
RDD Operations
Lifecycle of Spark
Spark Caching
Common Tranformations and Actions
Spark Functions

Working with key-value Pairs

Key-value Pairs
Aggregrate Functions
Joins in Spark

Advanced Spark Programming

Spark shared variables
Fault tolerance
Broadcast variables
Numeric RDD Operations
Executors and Drivers
Cluster Managers

Spark SQL

Introduction to SQL Context
Hive with Spark SQL
SQL Caching

Machine Learning in Spark

Machine learning with MLlib
Data types: Labelled points and Local Matrices
MLib Algorithms
Classification and Regression
Clustering

GraphX in Spark

Creating Graphs
Graph Operators
Subgraph Transformations
Computation with Map reduce triplets
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Apache Spark and Scala

$150.00 $120.00

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