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BIG DATA TRAINING WITH HADOOP + SPARK & SCALA

Ad2brand is best spark and scala training institute in Pune and Dubai. Job oriented best Big Data Hadoop Training by Industry experts.

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BIG DATA TRAINING WITH HADOOP + SPARK & SCALA

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BIG DATA TRAINING WITH HADOOP + SPARK & SCALA

Data is being generated in humungous quantities, it is demanded hugely for every business operation and so has to be processed at lightning speed. Traditional data processing systems are not capable of storing and processing such large data due to CPU, I/O, RAM limitations. This is the reason we need new age tools which can operate on multiple computers at cheap costs to work with this data. This is how Big Data Hadoop comes into the picture. Hadoop is a java based open source programming framework for processing, storing and handling very large datasets in distributed computer architecture. Apache Spark is the fastest and most efficient distributed computing tool working in contract with Hadoop which can access data from a variety of sources and handle its processing and analytics. Scala is a robust programming language largely used in big data companies for data analysis and processing in Spark. Our training course will give you in-depth knowledge right from basics to advance levels in Hadoop & Apache Spark, Scala. You will gain proficiency in all concepts like Hadoop, MapReduce, HDFS, Yarn, OOzie, Zookeeper, Apache Pig, Hive, Spark, Kafka and more. Our competent and industry relevant Big Data Hadoop Certification will prepare you to appear for the Cloudera CCA175 big data certification & CCAH certification.

CAREER PROSPECTS

Data is doubling every year and it is important to use this valuable data by identifying trends and patterns for business decision making. This is the reason companies need Big Data for smart data usage. According to the Economic times, around 2 lac big data professionals will be needed in the IT industry by 2021. Big data professionals also get handsome salary packages around 30% more than the others.

WHAT WILL YOU GAIN OUT OF THIS COURSE?

 

  • In-depth knowledge of Big Data Framework
  • Hadoop & Spark, HDFS, MapReduce, Yarn
  • Pig, Hive, Impala, Flume, Sqoop
  • Spark streaming & data processing
  • Spark SQL, interactive algorithms
  • resilient distribution datasets (RDD) and much more.

BIG DATA TRAINING WITH HADOOP + SPARK & SCALA SYLLABUS

Introduction to Scala and Spark

  • Learning of Arithmetic and Numbers
  • Concepts of Values and Variables
  • Study of Booleans and Comparison Operators
  • Understanding Strings and Basic Regex and Tuples
  • Overview of Collections
  • Lists, Arrays, Sets and Maps
  • Flow Control and For Loops
  • Concepts of While Loops and Functions
  • What is The Resilient Distributed Dataset?
  • Study of Ratings Histogram Walkthrough
  • Spark Internals and Key / Value RDD’s
  • Find the Most Popular Hostel
  • Superhero Degrees of Separation: Introducing Breadth-First Search, Accumulators, and Implementing BFS in Spark and Review the code, and run it
  • Filtering in Spark, cache(), and persist()
  •  
  • How to use spark-submit to run Spark driver scripts?
  • Study of Packaging driver scripts with SBT
  • Introduction to Amazon Elastic MapReduce
  • How to create Similar Movies from One Million Ratings on EMR?
  • Partitioning in cluster
  • Running on a Cluster
  • Concepts of Troubleshooting, and Managing Dependencies
  • Overview of Spark DataFrames
  • DataFrames
  • Learn Spark DataFrame Operations
  • Study of GroupBy and Aggregate Functions
  • Missing data and Date and Timestamps
  • Using DataSets instead of RDD’s
  • Linear Regression
  • What is regression Section?
  • Linear Regression Example
  • Classification
  • Classification Example
  • Spark Classification – Logistic Regression Example – Part 1 and 2
  • Intro to Model Evaluation
  • Spark Model Evaluation Example
  • Overview of Clustering with Spark
  • KMeans Theory Lecture
  • Example of KMeans with Spark
  • PCA
  • PCA with Spark example
  • Databricks
  • Learn Spark Recommendation Systems
  • Spark Recommender System Implementation and ZeppelinNotebooks on AWS Elastic MapReduce
  • Spark Streaming
  • How to Set up a Twitter Developer Account, and Stream Tweets?
  • Learn Structured Streaming

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We create Blog, website, Email Content to attract audience by effective content marketing strategies.

100% BRAND VALUE & BRAND INDENTITY

SEO Friendly websites that we create help you achieve top rankings on search engines & enjoy high web traffic.

SOCIAL MEDIA INTEGRATION

Our services include Facebook, Twitter, Pinterest, Instagram, YouTube, Linkedin using Targeted Campaigns.

100% RATE OF CONVERSION

Efficient Email Marketing Services help you to reach out to a wider audience and generate the Highest ROI.

SUCCESSFUL EMAIL CAMPAIGNS

We design customized campaigns after analysing your customers behavior and track them to ensure success.

DEDICATED TEAM OF RESOURCES

We have a dedicated team of digital marketers working for you to ensure the things finish on time and results show.

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