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Master SQL for Data Analysis · LearnSpace
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Master SQL for Data Analysis

Курс от Packt
Средний≈ 10.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this comprehensive course, you will master SQL and its application in data analysis, equipping you with the essential skills to extract valuable insights from databases. Beginning with foundational database concepts, you'll progress through various SQL commands and queries, focusing on real-world problem-solving. You'll learn to create and manage databases, tables, and schemas while understanding key concepts such as primary and foreign keys, indexes, and partitions. The course is structured in two levels. Level 1 covers essential database operations, from data retrieval using SELECT queries to complex filtering and sorting techniques. In Level 2, you’ll advance into combining data from multiple tables, working with subqueries, and applying window functions for in-depth analysis. By the end of the course, you’ll be confident in using SQL for data manipulation, transformation, and analysis. This course is ideal for aspiring data analysts and anyone looking to gain practical SQL skills. There are no specific prerequisites, though basic understanding of data structures will be helpful. This course is suitable for beginners and those looking to enhance their data analysis toolkit.

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Performance TuningDatabase Development

Программа курса

14 модулей · 84 учебных материалов

01Course Introduction3 материалов

Course Introduction

Introduction to the Course 'Master SQL for Data Analysis'ЧтениеIntroductionВидеоFull Course ResourcesЧтение
02Getting Started!5 материалов

Getting Started!

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Packt - Course Instructors

Преподаватель курса

Master SQL for Data Analysis
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Обучение на Coursera

≈ 10.7 ч

14 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Welcome to Level 1!Видео
Our Learning ObjectivesВидео
DB InstallationВидео
Introduction to SQL Querying BasicsDIALOGUE
Getting Started - AssessmentЗадание
03Databases - Terminology10 материалов

Databases - Terminology

Overview - Database, DBMS, SQLВидеоTables, Columns, RowsВидеоPrimary and Foreign KeysВидеоRelational Model, ER DiagramВидеоSchema, Metadata, Data DictionaryВидеоNull ValuesВидеоIndexesВидеоPartitionsВидеоUnderstanding Basic SQL ConceptsDIALOGUEDatabases - Terminology - AssessmentЗадание
04SQL - Creating Databases, Schemas, and Tables8 материалов

SQL - Creating Databases, Schemas, and Tables

OverviewВидеоCreating - Database and SchemaВидеоCreating Tables - IntroductionВидеоCreating Tables - ConstraintsВидеоInserting DataВидеоUpdate and DeleteВидеоCreating and Managing SQL Databases and TablesDIALOGUESQL - Creating Databases, Schemas, and Tables - AssessmentЗадание
05SQL - Retrieving Data with Queries13 материалов

SQL - Retrieving Data with Queries

OverviewВидеоQuery Data (SELECT)ВидеоFiltering Conditions (WHERE) – Part 1ВидеоFiltering Conditions (WHERE) – Part 2ВидеоAlias for Tables and ColumnsВидеоSearching Patterns (Wildcards)ВидеоDistinct Values (DISTINCT)ВидеоSorting Rows (ORDER BY)ВидеоGrouping Rows (GROUP BY and HAVING)ВидеоData-Type Conversions (CAST)ВидеоDatabase DictionaryВидеоMastering SQL Queries with WHERE and HAVINGDIALOGUESQL - Retrieving Data with Queries - AssessmentЗадание
06Course Summary - Level 13 материалов

Course Summary - Level 1

Let's Recap!ВидеоCreating and Querying Relational DatabasesDIALOGUECourse Summary - Level 1 - AssessmentЗадание
07Introduction to Level 22 материалов

Introduction to Level 2

IntroductionВидеоAdvanced SQL Techniques: Combining and Analyzing DataDIALOGUE
08Getting Started with Level 26 материалов

Getting Started with Level 2

Welcome to Level 2!ВидеоOur Learning ObjectivesВидеоLoading the Books DatasetsВидеоLoading the eCommerce DatasetsВидеоAdvanced SQL Queries with JOINS and SubqueriesDIALOGUEGetting Started with Level 2 - AssessmentЗадание
09SQL - Combining Data from Multiple Tables7 материалов

SQL - Combining Data from Multiple Tables

OverviewВидеоUnion, Intersect, ExceptВидеоCross-JoinВидеоInner-JoinВидеоOuter-JoinВидеоCombining SQL Tables Using UNION, INTERSECT, and JOINsDIALOGUESQL - Combining Data from Multiple Tables - AssessmentЗадание
10SQL – Subqueries7 материалов

SQL – Subqueries

OverviewВидеоWhat Is Subquery?ВидеоConditional Logic – Single RowВидеоConditional Logic – Multiple RowsВидеоAs Inline Views (FROM)ВидеоExploring Subqueries in SQLDIALOGUESQL – Subqueries - AssessmentЗадание
11SQL - Conditional Logic (CASE)5 материалов

SQL - Conditional Logic (CASE)

OverviewВидеоSimple CASE - Data TransformationВидеоSearched CASE – Classification and BinningВидеоUsing SQL CASE StatementsDIALOGUESQL - Conditional Logic (CASE) - AssessmentЗадание
12SQL - Window Functions6 материалов

SQL - Window Functions

OverviewВидеоCreating a Window FunctionВидеоSequential NumbersВидеоRankingВидеоUnderstanding SQL Window FunctionsDIALOGUESQL - Window Functions - AssessmentЗадание
13SQL – Simplify Queries (Views, CTEs)5 материалов

SQL – Simplify Queries (Views, CTEs)

OverviewВидеоVirtual Tables (Views)ВидеоCommon Table Expressions (CTEs)ВидеоSimplifying SQL Queries with Views and CTEsDIALOGUESQL – Simplify Queries (Views, CTEs) - AssessmentЗадание
14Course Summary - Level 24 материалов

Course Summary - Level 2

Let's RecapВидеоConclusion to the Course 'Master SQL for Data Analysis'ЧтениеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание