Curriculum
Big Data Warm-up
Available in
days
days
after you enroll
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What is Big Data?
(13:54)
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Why all the excitement?
(10:41)
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Brewer's theroem
(2:52)
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Hadoop ecosystem & Data Lake Architecture
(3:46)
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Big Data Use Cases
(6:45)
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Correlation is not Causation
(18:21)
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Machine Learning
(5:37)
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Machine Learning Algorithms
(9:28)
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BIAS in Data
(5:59)
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Big Data Privacy Concerns
(3:22)
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Your Turn to Discover Data
(6:31)
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How to Start the Big Data Journey?
(14:10)
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Warm-up Q&A Live Session
(59:38)
Introduction to Ecosystems
Available in
days
days
after you enroll
Data Warehouse LifeCycle
Available in
days
days
after you enroll
Big Data Life Cycle Overview
Available in
days
days
after you enroll
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Standard DWH Process
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Extract - Transform - Load
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Extract - Load - Transform
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Data Life Cycle
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Big Data Life Cycle
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Data Lake
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Data Life Cycle Stage (Ingestion, Integration, Storage, Governance, Wrangling, Indexing, Analytics, Visualization)
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Big Data Life Cycle Overview Session
(57:05)
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Big Data Life Cycle QUIZ
Hadoop Ecosystem
Available in
days
days
after you enroll
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Hadoop ecosystem apps
(65:29)
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HIVE - What is OLTP & OLAP?
(3:18)
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HIVE - OLTP Vs OLAP
(7:26)
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HIVE - What is HIVE?
(4:42)
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HIVE - When to use HIVE?
(4:27)
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HIVE - HIVE Features
(4:33)
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HIVE - HIVE Vs RDBMS
(3:35)
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HIVE - SQL Query Engine
(4:05)
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HIVE - HIVE Vs Impala
(3:36)
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Pig - What is Pig?
(4:33)
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Pig - Pig Vs SQL & Modes
(3:48)
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Pig - SQL Vs Pig Examples
(5:26)
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Pig - Pig Relations
(4:42)
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Pig - Pig Components
(1:19)
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Pig - Pig Operation & Conclusion
(2:27)
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Intro to Nifi
(20:44)
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Hadoop ecosystem apps overview
(116:26)
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Ecosystem Q&A Live Session
(43:45)
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Ecosystem Quiz
Lab: Environment Setup
Available in
days
days
after you enroll
Big Data Suppliers / Providers
Available in
days
days
after you enroll
Storage and Ingestion
Available in
days
days
after you enroll
SQL
Available in
days
days
after you enroll
HIVE & HQL
Available in
days
days
after you enroll
Processing using Spark Ecosystem
Available in
days
days
after you enroll
Log Analysis
Available in
days
days
after you enroll
Big Data Security
Available in
days
days
after you enroll
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Authentication VS Authorization
(3:36)
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Part 1 - Authentication (Kerberos)
(13:43)
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Part 2 - Authorization (Ranger)
(4:41)
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Apache_Ranger_GUI
(9:11)
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AccessManager_Resource-Based-Service
(7:27)
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AccessManager_Tag-Based-Service
(4:57)
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Audit
(3:08)
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Security_Zones
(2:50)
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Settings
(2:09)
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AccessManager_Reports
(1:20)
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Materials
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Zoom Meeting
(23:58)
