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Introduction to Wide Tables -- "One Big Table (OBT)"
03:22
Introduction to Data Privacy & Security
04:10
Introduction to Data Quality Management
05:21
ETL vs ELT - Extracting, Transforming, & Loading Data
02:49
Introduction to Data Modeling
07:56
Introduction to Data Governance
03:44
Incremental vs Full Data Loads
03:05
Kimball vs Inmon - The History of Data Warehousing
04:12
Introduction to Database Normalization
05:09
Introduction to Entity Relationship Diagrams (ERDs)
03:25
Introduction to the Snowflake & Star Schemas
02:15
Working with Dates (SQL) - EXTRACT, DATE_PART, DATE_TRUNC, DATEDIFF
04:19
Cleaning Strings (SQL) - LEFT, RIGHT, TRIM, UPPER, LOWER, CONCAT
02:03
CAST Function (SQL) - Converting Data Types
02:01
Introduction to Robotic Process Automation (RPA)
04:40
Introduction to Process Mining
03:59
Introduction to Machine Learning
02:52
Introduction to Big Data
03:13
Introduction to Data Warehouses
03:27
Introduction to Cloud Computing
03:38
CREATE INDEX Statement (SQL) - Creating New Database Indexes
01:11
CREATE VIEW Statement (SQL) - Creating Virtual Tables
01:38
CREATE TABLE Statement (SQL) - Creating Database Tables
02:25
WHERE Clause (SQL) - Filtering Records
02:49
SQL Query Optimization - Tips for More Efficient Queries
03:18
LAG and LEAD Functions (SQL) - Accessing Data in Other Rows
02:25
Window Functions in SQL - Performing Calculations across Rows
04:13
UNION Operator (SQL) - Combining Results (UNION, UNION ALL)
01:22
Introduction to Joins (SQL) - Combining Data (INNER JOIN, LEFT JOIN, RIGHT JOIN, FULL JOIN)
06:04
SQL Style Guide (for Readability, Portability, Consistency)
02:29