Big Data Master Class

  Introduction to Big Data

Available in days

days after you enroll

• History of Big Data Start
• Modern Day Applications (Types of data & Data Sources) Start
• How Big Data is reshaping our world Start
• Batch Vs Real-time processing Start
• Big Data Vs Data Science Start
• Big Data Vs Traditional Data Warehousing Start
• The Theory behind Big Data Start
• Business leveraging Big Data Start
• Vendors dominating the field Start

  Introduction to Ecosystems

Available in days

days after you enroll

• Hadoop Ecosystem Start
• Distributed Application Start
• Programming languages (Python, Scala, Java) Start

  Data Warehouse LifeCycle

Available in days

days after you enroll

• What’s a Data Warehouse Concept Start
• Star Schema Vs SnowFlake Start
• Data Warehouse Life Cycle Start

  Big Data Life Cycle Overview

Available in days

days after you enroll

• Data Ingestion (Storage & Data lake) Start
• Data Integration Start
• Data Processing (Cleansing, filtering, validation, deduplication & constraints) Start
• Data Indexing (Search Engines) Start
• Data Analysis (Analytics & Artificial Intelligence) Start
• Data Visualization Start
• Deployment (On-premises Vs Cloud) Start
• QUIZ Start

  Hadoop Ecosystem

Available in days

days after you enroll

• HDFS Start
• MapReduce Start
• Yarn Start
• Pig Start
• Nifi Start
• SQL Query Engines (Hive, presto & Impala) Start
• Kafka Start
• HBase Start
• Apache Storm Start
• Spark (Core, SQL, Streaming, MLIB & Graph) Start
• Authentication (Knox, Kerberos) Start
• Cluster Administration and Management (Ambari & Cloudera) Start
• Zookeeper Start

  Lab: Environment Setup

Available in days

days after you enroll

• Setup your local environment for Big Data cluster Start
• Download the right Virtual Machine Start

  Big Data Suppliers / Providers

Available in days

days after you enroll

• Who are the big data vendors? Start
• Overview on Hortonworks, Databricks and Cloudera Start
• Hortonworks - Data Platform & Data Flow overview (HDP/HDF) Start
• Cloudera - Distribution Hadoop & DataFlow (CDH/CDF/SDX) overview Start
• Databricks overview Start

  Storage and Ingestion

Available in days

days after you enroll

• Deep-dive in HDFS Start
• Intro to MapReduce Start
• Storage File Formats (ORC, Avro, Parquet) Start
• Intro to Data Lake Start
• Exercise: Build a file-system with HDFS Start

  Processing

Available in days

days after you enroll

• RDD, DataFrame, DataSets Start
• Spark using Python - PySpark Start
• Spark using Scala Start
• Exercise Start

  Data Governance

Available in days

days after you enroll

• What is meant by data lineage / provenance? Start
• Azure Data Factory Vs Nifi Start
• Create, monitor, and Control Data flows using Nifi Start
• Exercise: Processing and distributing Data using Nifi Start

  SQL & HQL - Part |

Available in days

days after you enroll

• Hive Vs Relational Database Start
• TEZ and LLP Start
• SQL Start
• Exercise: Practical exercise using SQL Start

  SQL & HQL - Part ||

Available in days

days after you enroll

• Hive Storage and computing Start
• Hive Modes Start
• Hive Server2 Start
• Exercise: Practical exercises using HQL Start

  Big Data Security

Available in days

days after you enroll

• Intro to Data Security Start
• Authentication (Kerberos, Knox) Start
• Authorization (ranger, Sentry) Start

  Log Analysis

Available in days

days after you enroll

• Use Cases for Log Analysis Start
• Splunk Start

  Administration and Operation

Available in days

days after you enroll

• Using Ambari for Cluster Administration Start

  Virtualization and Containers

Available in days

days after you enroll

• Cloud computing (virtualization and containers) - IaaS, PaaS, SaaS Start
• Virtualization in Cloud Computing Start
• Introduction to Containers Start
• Docker Swarm Vs Kubernetes Start
• Docker in use and Kubernetes Orchestrator Start
• Exercise: Using Docker/Kubernetes Start

  Visualization

Available in days

days after you enroll

• What is Data Visualization? Start
• Different tools for Data Visualization from Excel to AnaPlan Start
• Introduction to Tableau, Power BI and Superset Start
• Exercise: Practical exercises for Data Visualization using Superset and Power BI Start

  Big Data in action

Available in days

days after you enroll

• How to build a full Big Data Ecosystem Start
• Big Data Architecture from industry Start
• Big Data Use Cases from industry Start

  Career Opportunities / Coaching

Available in days

days after you enroll

• How to get a job in today’s market Start
• Different Roles Start
• Advices on finding jobs locally vs globally Start
• Sources for extensive Big Data learning Start
• How to utilize your Big Data in other fields (AI, Machine Learning, IoT,...) Start