Azure and Bigdata

Languages
English + Hindi + Kannada + Telugu
Batch Size
30-50
Duration
30 hours
Investment
$$$$$
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Course Contents

​Understanding Azure and Bigdata from learning to on-the-job perspectives.

  1. Hadoop
    • Introduction To Big Data
    • HDFS
    • MapReduce
    • Apache Hive
    • Architecture
    • Cluster Setup
    • Troubleshooting and Optimizations
    • Apache Sqoop
    • Impala
    • Nifi
    • Hadoop Knowledge Based Assessment
  2. Scala For Spark
    • Starting Scala
    • Scala 101 and Worksheets
    • Classes, Objects, Apps and more
    • Control Structures in Scala
    • Functions and Closures
    • Custom Control Structures
    • Composition and Inheritance
    • Hierarchy, Types and Options
    • Traits
    • Packages, Imports and Scope
    • Testing in Scala
    • Pattern Matching
    • Lists
    • Collections
    • Building Scala, SBT, Java Compatibility
    • Futures
    • Scala Knowledge Based Assessment
  3. Spark w Scala
    • Introduction to Spark - Getting started
    • Resilient Distributed Dataset and DataFrames
    • Spark application programming
    • Introduction to Spark libraries
    • Spark configuration, monitoring and tuning
    • Introduction to Notebooks
    • Spark RDD Architecture
    • Optimizing Transformations and Actions
    • Caching and Serialization
    • Develop and Testing
    • Scala Crash Course
    • Spark Basics and Simple Examples
    • Advanced Examples of Spark Programs
    • Running Spark on a Cluster
    • SparkSQL, DataFrames, and DataSets
    • Machine Learning with MLLib
    • Intro to Spark Streaming
    • Intro to GraphX
    • Spark Knowledge based Assessment
    • Spark Case Study  using Scala 
  4. Azure Fundamentals 
    • Azure Core Services
    • Understand Cloud Concepts
    • Understand Security, Privacy, Compliance & trust
    • Understand Azure Pricing & Support
  5. Azure Data Engineer
    • Understand evolving world of data
    • Survey the services on the Azure Data platform
    • Identify the tasks of a data engineer in a cloud-hosted architecture
    • Choose a data storage approach in Azure
    • Create an Azure Storage account
    • Connect an app to Azure Storage
    • Secure your Azure Storage account
    • Store application data with Azure Blob storage
    • Azure - Knowledge based assessment
    • Azure Data Engineer- Case study

​N/A

Instructor Profile

instructor_image

18+ years of professional IT corporate training experience.

This course includes:

  • 100% Online Sessions
  • Instructor led
  • Customizable Syllabus
  • Customizable Schedule
  • Certificate of Completion
  • Training Recordings
  • Training Resources
  • Learner Assessment
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