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[ DevCourseWeb com ] Udemy - Master SQL For Data Science 2022
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01 - INTRODUCTION
001 Introduction.mp4
001 Introduction_en.vtt
002 Understanding SQL.mp4
002 Understanding SQL_en.vtt
003 How to use the Exercise files.mp4
003 How to use the Exercise files_en.vtt
02 - INSTALLATION
001 Installing on Windows.mp4
001 Installing on Windows_en.vtt
002 Installing on Mac.mp4
002 Installing on Mac_en.vtt
03 - SQL Overview
001 About SQL.mp4
001 About SQL_en.vtt
002 Database Organisation.mp4
002 Database Organisation_en.vtt
003 The SELECT Statement.mp4
003 The SELECT Statement_en.vtt
004 Selecting Rows.mp4
004 Selecting Rows_en.vtt
005 Selecting Columns.mp4
005 Selecting Columns_en.vtt
006 Counting Rows.mp4
006 Counting Rows_en.vtt
007 Inserting Data.mp4
007 Inserting Data_en.vtt
008 Updating Data.mp4
008 Updating Data_en.vtt
009 Deleting Data.mp4
009 Deleting Data_en.vtt
04 - FUNDAMENTAL CONCEPTS
001 Creating A Table.mp4
001 Creating A Table_en.vtt
002 Deleting A Table.mp4
002 Deleting A Table_en.vtt
003 Inserting Rows.mp4
003 Inserting Rows_en.vtt
004 Deleting Rows.mp4
004 Deleting Rows_en.vtt
005 The NULL Value.mp4
005 The NULL Value_en.vtt
006 Constraining Columns.mp4
006 Constraining Columns_en.vtt
007 Changing A Schema.mp4
007 Changing A Schema_en.vtt
008 ID Columns.mp4
008 ID Columns_en.vtt
009 Filtering Data.mp4
009 Filtering Data_en.vtt
010 Removing Duplicates.mp4
010 Removing Duplicates_en.vtt
011 Ordering Output.mp4
011 Ordering Output_en.vtt
012 Conditional Expressions.mp4
012 Conditional Expressions_en.vtt
05 - RELATIONSHIPS
001 Understanding JOIN.mp4
001 Understanding JOIN_en.vtt
002 Accessing Related Tables.mp4
002 Accessing Related Tables_en.vtt
003 Relating Multiple Tables.mp4
003 Relating Multiple Tables_en.vtt
06 - STRINGS
001 About SQL Strings.mp4
001 About SQL Strings_en.vtt
002 Finding The Length Of A String.mp4
002 Finding The Length Of A String_en.vtt
003 Selecting Part Of A String.mp4
003 Selecting Part Of A String_en.vtt
004 Removing Spaces.mp4
004 Removing Spaces_en.vtt
005 Folding Case.mp4
005 Folding Case_en.vtt
07 - NUMBERS
001 Numeric Types.mp4
001 Numeric Types_en.vtt
002 What Type is That Value.mp4
002 What Type is That Value_en.vtt
003 Integer Division.mp4
003 Integer Division_en.vtt
004 Rounding Numbers.mp4
004 Rounding Numbers_en.vtt
08 - DATES & TIME
001 Date and Times.mp4
001 Date and Times_en.vtt
002 Date and Time Related Functions.mp4
002 Date and Time Related Functions_en.vtt
09 - AGGREGATES
001 What are Aggregates.mp4
001 What are Aggregates_en.vtt
002 Using Aggregate Functions.mp4
002 Using Aggregate Functions_en.vtt
003 Aggregating DISTINCT Values.mp4
003 Aggregating DISTINCT Values_en.vtt
10 - TRANSACTIONS
001 What are Transactions.mp4
001 What are Transactions_en.vtt
002 Data Integrity.mp4
002 Data Integrity_en.vtt
003 Performance.mp4
003 Performance_en.vtt
11 - TRIGGERS
001 Automating Data With Triggers.mp4
001 Automating Data With Triggers_en.vtt
002 Preventing Updates.mp4
002 Preventing Updates_en.vtt
003 Example Timestamps.mp4
003 Example Timestamps_en.vtt
12 - VIEWS & SUBSELECTS
001 Creating a Subselect.mp4
001 Creating a Subselect_en.vtt
002 Searching Within A Result Set.mp4
002 Searching Within A Result Set_en.vtt
003 Creating a View.mp4
003 Creating a View_en.vtt
004 Creating a Joined View.mp4
004 Creating a Joined View_en.vtt
13 - CRUD APPLICATIONS
001 Embedding SQL.mp4
001 Embedding SQL_en.vtt
002 The SELECT Function.mp4
002 The SELECT Function_en.vtt
003 INSERT, UPDATE and DELETE Functions.mp4
003 INSERT, UPDATE and DELETE Functions_en.vtt
14 - DATA REPORTING AND ANALYSIS IN SQL
001 Introduction.mp4
001 Introduction_en.vtt
002 Get familiar with phpMyAdmin.mp4
002 Get familiar with phpMyAdmin_en.vtt
003 Understand the demo database.mp4
003 Understand the demo database_en.vtt
15 - Use SQL To Report Data
001 Retrieve data with SELECT.mp4
001 Retrieve data with SELECT_en.vtt
002 Filter results with WHERE clause.mp4
002 Filter results with WHERE clause_en.vtt
003 Sort SQL results with ORDER BY.mp4
003 Sort SQL results with ORDER BY_en.vtt
004 Change report headings with alias.mp4
004 Change report headings with alias_en.vtt
16 - Merge Data From Multiple Tables
001 Make your queries faster.mp4
001 Make your queries faster_en.vtt
002 Merge data across tables with JOINS.mp4
002 Merge data across tables with JOINS_en.vtt
17 - ADVANCED SQL FOR DATA SCIENCE
001 Overview.mp4
001 Overview_en.vtt
18 - Data Modelling Tables
001 Rules of normalization.mp4
001 Rules of normalization_en.vtt
002 Denormalization.mp4
002 Denormalization_en.vtt
003 Partitioning data.mp4
003 Partitioning data_en.vtt
004 Materialized views.mp4
004 Materialized views_en.vtt
005 Challenge Design a data model for analytics.mp4
005 Challenge Design a data model for analytics_en.vtt
006 Solution Design a data model for analytics.mp4
006 Solution Design a data model for analytics_en.vtt
19 - Data Modelling Indexes
001 B-tree indexes.mp4
001 B-tree indexes_en.vtt
002 Bitmap indexes.mp4
002 Bitmap indexes_en.vtt
003 Hash indexes.mp4
003 Hash indexes_en.vtt
004 GiST and SP-GiST indexes.mp4
004 GiST and SP-GiST indexes_en.vtt
005 GIN and BRIN indexes.mp4
005 GIN and BRIN indexes_en.vtt
006 Challenge Choosing an optimal indexing strategy.mp4
006 Challenge Choosing an optimal indexing strategy_en.vtt
007 Solution Choosing an optimal indexing strategy.mp4
007 Solution Choosing an optimal indexing strategy_en.vtt
20 - Query Optimisation
001 EXPLAIN and ANALYZE commands.mp4
001 EXPLAIN and ANALYZE commands_en.vtt
002 Generating data with generate_sequence.mp4
002 Generating data with generate_sequence_en.vtt
003 Analyzing a query with WHERE clauses and indexes.mp4
003 Analyzing a query with WHERE clauses and indexes_en.vtt
004 Analyzing a query with a join.mp4
004 Analyzing a query with a join_en.vtt
005 Challenge Optimize a query using an explain plan.mp4
005 Challenge Optimize a query using an explain plan_en.vtt
21 - User-Define Functions
001 Extending SQL with user-defined functions.mp4
001 Extending SQL with user-defined functions_en.vtt
002 SQL query functions.mp4
002 SQL query functions_en.vtt
003 Function overloading.mp4
003 Function overloading_en.vtt
004 Function volatility.mp4
004 Function volatility_en.vtt
005 PLPython functions.mp4
005 PLPython functions_en.vtt
22 - Special-Purpose Functionality
001 Federated Queries.mp4
001 Federated Queries_en.vtt
002 Bloom filters.mp4
002 Bloom filters_en.vtt
003 Hstore for key-value pairs.mp4
003 Hstore for key-value pairs_en.vtt
004 JSON for semi-structured data.mp4
004 JSON for semi-structured data_en.vtt
005 Hierarchical data and ltrees.mp4
005 Hierarchical data and ltrees_en.vtt
006 Challenge Design a table to support unstructured data.mp4
006 Challenge Design a table to support unstructured data_en.vtt
007 Solution Design a table to support unstructured data.mp4
007 Solution Design a table to support unstructured data_en.vtt
23 - SQL Tips and Tricks for Data Science
001 Overview.mp4
001 Overview_en.vtt
002 What you should know before watching this course.mp4
002 What you should know before watching this course_en.vtt
003 Using the exercise files.mp4
003 Using the exercise files_en.vtt
004 Join tables.mp4
004 Join tables_en.vtt
005 Filter data.mp4
005 Filter data_en.vtt
006 Aggregate data.mp4
006 Aggregate data_en.vtt
007 Window functions.mp4
007 Window functions_en.vtt
008 Subqueries.mp4
008 Subqueries_en.vtt
009 Rolling calculations.mp4
009 Rolling calculations_en.vtt
010 Analyze employee data.mp4
010 Analyze employee data_en.vtt
011 Date and time functions.mp4
011 Date and time functions_en.vtt
Bonus Resources.txt
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