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    Course Outline
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    The Big Data Breach At Keiko Corp
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    What Is a Database?
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    I Didn't Learn Anything, Try Again...
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    Database Management System (DBMS)
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    Exercise: Building Amazon
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    Exercise: Building Amazon 2
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    5 Types Of Databases
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    Exercise: What Is A Database?
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    Section Review
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    SQL Playground
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    What Is SQL
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    What Is A Query?
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    Imperative vs Declarative
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    History of SQL
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    SQL Standards
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    What Is A Database? Revisited
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    Database Oriented Approach
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    Database Models
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    Hierarchical And Networking Model
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    Relational Model
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    DBMS Revisited
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    Relational Model Revisited
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    Tables
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    Columns
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    Rows
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    Primary And Foreign Keys
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    OLTP vs OLAP
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    Exercise: OLTP vs OLAP
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    Why PostgreSQL
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    Environment Tooling
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    Command Line 101
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    WINDOWS Setup
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    Optional: Setting Up Windows For Command Line
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    MAC Setup
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    LINUX Setup
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    Importing Data On WINDOWS
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    Importing Data On MAC
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    Importing Data On LINUX
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    Starting With Query
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    Exercise: Simple Queries
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    Exercise: Renaming Columns
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    Concat Function
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    What Is A Function In SQL?
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    Aggregate Functions
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    Commenting Your Queries
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    Common SELECT Mistakes
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    Filtering Data
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    AND and OR
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    Exercise: Filtering Data
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    The NOT Keyword
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    Comparison Operators
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    Logical Operators
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    Operator Precedence
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    Operator Precedence 2
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    Checking For NULL Values
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    IS Keyword
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    NULL Coalescing
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    3 Valued Logic
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    BETWEEN + AND
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    IN Keyword
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    LIKE
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    Dates And Timezones
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    Setting Up Timezones
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    How Do We Format Date And Time?
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    Timestamps
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    Date Functions
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    Date Difference And Casting
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    Age Calculation
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    Extracting Information
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    Intervals
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    DISTINCT
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    Sorting Data
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    Multi Table SELECT
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    Inner Join
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    Self Join
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    Outer Join
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    Less Common Joins
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    USING Keyword
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    GROUP BY
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    HAVING Keyword
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    Ordering Grouped Data
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    Group By Mental Model
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    Grouping Sets
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    Rollup
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    Window What?
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    Looking Through The Window
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    PARTITION BY
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    Order By Acting Strange
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    Using Framing In Window Function
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    Solving For Current Salary
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    FIRST_VALUE
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    LAST_VALUE
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    SUM
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    ROW_NUMBER
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    Conditional Statements
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    NULLIF
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    Views...What Are They Good For?
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    View Syntax
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    Using Views
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    Indexes
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    Index Types
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    Index Algorithms
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    What Are Subqueries?
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    Subqueries vs Joins
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    Subquery Guidelines As Types
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    Using Subqueries
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    Getting The Latest Salaries
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    Subquery Operators
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    Time To Create Some Stuff!
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    Types Of Databases In A RDBMS
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    Default PostgreSQL Database
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    Template Databases
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    Creating A Database
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    Database Organization
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    Roles In Postgres
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    Role Attributes And Creation
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    Creating Users And Configuring Login
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    Privileges
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    Granting Privileges and Role Management
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    Best Practices For Role Management
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    Data Types & Boolean Type
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    Storing Text
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    Storing Numbers
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    Storing Arrays
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    Data Models And Naming Conventions
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    CREATE TABLE
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    Column Constraints
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    Table Constraints
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    UUID Explained
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    Custom Data Types And Domains
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    Creating The Tables For ZTM
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    Adding Students And Teachers
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    Creating A Course
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    Adding Feedback To A Course
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    A Tale Of 2 Feedbacks
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    Backups And Why They Are Important
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    Backing Up In Postgres
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    Restoring A Database
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    Transactions
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    Clue #1 and #2
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    Clue #3
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    Solution: Solving The First Clues
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    Clue #4
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    Solution: Clue #4
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    Clue #5 and #6
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    Solution: Clue #5 and #6
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    Solving The Mystery
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    System Design And SDLC
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    SDLC Phases
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    System Design Deep Dive
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    Top-Down vs Bottom-Up
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    DRIVEME Academy
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    Top Down Design
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    ER Model
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    Step 1: Determining Entities
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    Tooling For Diagramming
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    DRIVEME Academy Entities
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    Step 2: Attributes
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    Relational Model Extended
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    Relational Schema And Instance
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    Super Key and Candidate Key
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    Primary Key and Foreign Key
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    Compound Composite And Surrogate Key
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    DRIVEME Attributes
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    Step 3: Relationships
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    DRIVEME Relationships
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    Step 4: Solving Many To Many
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    Step 5: Subject Areas
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    DRIVEME Subject Areas
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    Exercise: Painting Reservations
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    Exercise: Movie Theatre
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    Bottom Up Design
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    Anomalies
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    Normalization
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    Functional Dependencies
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    Functional Dependencies 2
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    The Normal Forms
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    Going from 0NF to 1NF
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    Going from 1NF to 2NF
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    Going from 2NF to 3NF
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    Boyce-Codd Normal Form
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    Why 4NF And 5NF Are Not Useful
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    Bruno's Request
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    Scalability
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    Sharding
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    Replication
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    Backups
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    Distributed vs Centralized Databases
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    Database Security
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    Optional: All About Injections Attacks
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    Optional: Storing Passwords
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    Relational vs NoSQL, PostgreSQL vs MongoDB Databases
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    Future Of Relational Databases
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    Elasticsearch
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    S3 Object Storage
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    Top Databases To Use
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    Thank You
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    Big Data + Analytics
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    Reviewing How We Got Here
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    Data Engineering Introduction
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    What Is Data?
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    What Is A Data Engineer?
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    What Is A Data Engineer 2?
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    What Is A Data Engineer 3?
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    What Is A Data Engineer 4?
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    Types Of Databases
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    Hadoop, HDFS and MapReduce
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    Apache Spark and Apache Flink
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    Kafka and Stream Processing
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    What Is Caching?
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    Introducing Redis
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    Installing Redis
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    Redis Commands
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    Redis Data Types
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    Redis Hashes
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    Redis Lists
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    Redis Sets and Sorted Sets
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    Section Summary
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    Setting Up Your Database
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    Connecting To The Database
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    Registering A User Part 1
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