Big Data Master Class

  Big Data Warm-up

Available in days

days after you enroll

• What is Big Data? Start
• Brewer's theroem Start
• Hadoop ecosystem & Data Lake Architecture Start
• Big Data Use Cases Start
• Correlation is not Causation Start
• Machine Learning Start
• Machine Learning Algorithms Start
• BIAS in Data Start
• Big Data Privacy Concerns Start
• Your Turn to Discover Data Start
• How to Start the Big Data Journey? Start

  Interactive Live Session(s)

Available in days

days after you enroll

• Big data warm-up live session | (87:05) Start

  Introduction to Ecosystems

Available in days

days after you enroll

• Hadoop Ecosystem (36:45) Start
• Distributed Application Start
• Programming languages (Python, Scala, Java) (53:01) Start
• Quiz Start

  Data Warehouse LifeCycle

Available in days

days after you enroll

• Data Warehouse Concept (92:22) Start
• Multidimensional Schema Start
• Data Warehouse Life Cycle (45:13) Start
• Data warehouse life cycle QUIZ Start

  Interactive Live Session(s)

Available in days

days after you enroll

• Data Warehouse LifeCycle Live discussion Start

  Big Data Life Cycle Overview

Available in days

days after you enroll

• Standard DWH Process Start
• Extract - Transform - Load Start
• Extract - Load - Transform Start
• Data Life Cycle Start
• Big Data Life Cycle Start
• Data Lake Start
• Data Life Cycle Stage (Ingestion, Integration, Storage, Governance, Wrangling, Indexing, Analytics, Visualization) Start
• Big Data Life Cycle Overview Session (57:05) Start
• Big Data Life Cycle QUIZ Start

  Hadoop Ecosystem - Basic Components

Available in days

days after you enroll

• Distributed Systems and ZooKeeper (Configuration Management) (17:07) Start
• Hadoop Cluster (8:45) Start
• HDFS (Distributed Storage) (14:28) Start
• MapReduce (Hadoop processing) (13:47) Start
• Yarn (Job Scheduling.Monitoring) (11:19) Start
• Presentation Material Start

  Hadoop Ecosystem

Available in days

days after you enroll

• HIVE - What is OLTP & OLAP? (3:18) Start
• HIVE - OLTP Vs OLAP (7:26) Start
• HIVE - What is HIVE? (4:42) Start
• HIVE - When to use HIVE? (4:27) Start
• HIVE - HIVE Features (4:33) Start
• HIVE - HIVE Vs RDBMS (3:35) Start
• HIVE - SQL Query Engine (4:05) Start
• HIVE - HIVE Vs Impala (3:36) Start
• Pig - What is Pig? (4:33) Start
• Pig - Pig Vs SQL & Modes (3:48) Start
• Pig - SQL Vs Pig Examples (5:26) Start
• Pig - Pig Relations (4:42) Start
• Pig - Pig Components (1:19) Start
• Pig - Pig Operation & Conclusion (2:27) Start
• Intro to Nifi (20:44) Start

  Hadoop Ecosystem - Different Common Open Source Applications

Available in days

days after you enroll

• Hadoop Ecosystem - Different Common Open Source Applications - Full (116:26) Start
• Ecosystem Quiz Start
• Presentation Material Start

  Big Data Suppliers / Providers

Available in days

days after you enroll

• Who are the big data vendors? (103:35) 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

  Interactive Live Session(s)

Available in days

days after you enroll

• Big Data Ecosystem and Suppliers Live discussion (18:06) Start

  Lab: Environment Setup

Available in days

days after you enroll

• Lab Environment Materials Start

  Storage and Ingestion

Available in days

days after you enroll

• Ingestion, Storage and Processing (52:27) Start
• Storage File Formats (66:54) Start
• Big Data Processing (MapReduce) - Live Demo (41:54) Start

  SQL

Available in days

days after you enroll

• Live Session before SQL (23:01) Start
• SQL Intro (142:17) Start
• SQL in depth (73:57) Start
• Exercise: Practical exercise using SQL Start
• Live interactive Session After SQL (38:06) Start

  HIVE & HQL

Available in days

days after you enroll

• HIVE recap (8:33) Start
• Hive in depth (60:07) Start
• Exercise: Practical exercises using HQL Start

  Interactive Live Session(s)

Available in days

days after you enroll

• SQL Live Session (43:53) Start

  Processing using Spark Ecosystem

Available in days

days after you enroll

• Spark_Processing (33:13) Start
• Spark_On_Cloud_Databricks (39:06) Start
• Spark_Context (13:53) Start
• Run_Locally (7:00) Start
• Anaconda_and_Summary (9:23) Start
• Materials Start

  Log Analysis

Available in days

days after you enroll

• Splunk (23:16) Start
• Use Cases for Log Analysis (10:09) Start
• ELK Start

  Interactive Live Session(s)

Available in days

days after you enroll

• Spark live discussion (5:21) Start

  Big Data Security

Available in days

days after you enroll

• Authentication VS Authorization (3:36) Start
• Part 1 - Authentication (Kerberos) (13:43) Start
• Part 2 - Authorization (Ranger) (4:41) Start
• Apache_Ranger_GUI (9:11) Start
• AccessManager_Resource-Based-Service (7:27) Start
• AccessManager_Tag-Based-Service (4:57) Start
• Audit (3:08) Start
• Security_Zones (2:50) Start
• Settings (2:09) Start
• AccessManager_Reports (1:20) Start
• Materials Start

  Interactive Live Session(s)

Available in days

days after you enroll

• Big data security live discussion (12:34) Start

  Administration and Operation

Available in days

days after you enroll

• Using Cloudera Manager for Cluster Administration (17:44) Start
• Materials Start

  Interactive Live Session(s)

Available in days

days after you enroll

• Administration Live discussion (9:41) Start

  Virtualization and Containers

Available in days

days after you enroll

• Virtualization - IaaS, PaaS, SaaS (27:39) Start
• Virtualization in Cloud Computing (25:49) Start
• Containers (42:29) Start
• Docker Swarm Vs Kubernetes Start
• Docker in use and Kubernetes Orchestrator Start
• Exercise: Using Docker/Kubernetes Start
• Virtualization Live session (14:59) Start

  Visualization

Available in days

days after you enroll

• Data Visualization (57:08) Start
• Power BI for Data Visualization (27:29) Start

  Big Data in action

Available in days

days after you enroll

• Big Data Architecture and Use Cases from industry (95:01) Start
• Graduation Project Start