К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Data Management for Analytics Part 2 · LearnSpace
Назад в каталог
courseraПрограммирование

Data Management for Analytics Part 2

Курс от Northeastern University
Уровень не указан≈ 9.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course will offer you an opportunity to learn the fundamental concepts and emerging technologies in data storage and data governance. It presents a balanced theory-practice focus and covers Structured Query Language, and two flavors of NoSQL databases in MongoDB and Neo4j graph database. It also includes a brief introduction to big data management including hadoop, MapReduce, and Apache Spark. By the end of this part 2 course on data analytics, you will have a foundational understanding of the theory and applications of database management to support data analytics, data mining, machine learning, and artificial intelligence.

Навыки, которые вы освоите

SQLMongoDBNoSQLRelational DatabasesGraph TheoryQuery LanguagesData ManipulationData GovernanceData IntegrityDatabase ManagementBig DataDatabase TheoryData StorageApache HadoopNetwork AnalysisData ManagementSocial Network Analysis

Программа курса

6 модулей · 80 учебных материалов

01Structured Query Language, Part 118 материалов

Getting Started

Course IntroductionЧтениеMeet Your FacultyВидеоSyllabus - Data Management for Analytics Part 2ЧтениеAcademic IntegrityЧтение

Lesson 1: What is SQL?

Учитесь у экспертов

Xuemin Jin

Преподаватель курса

Chinthaka Pathum Dinesh Herath Gedara

Assistant Teaching Professor

Data Management for Analytics Part 2
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 9.7 ч

6 модулей

Язык: Английский

Субтитры: Узбекский, Казахский

Часть программы вашего университета
Check Your Prior KnowledgeЗадание
What is SQL?Чтение
Assess Your Learning: What is SQL?Задание

Lesson 2: SQL Data Definition Language (DDL)

SQL Data Definition Language (DDL)ЧтениеAssess Your Learning: SQL Data Definition Language (DDL)Задание

Lesson 3: A DDL Example

A DDL exampleЧтениеAssess Your Learning: A DDL ExampleЗадание

Lesson 4: DROP and ALTER Command

DROP and ALTER commandЧтениеAssess Your Learning: DROP and ALTER CommandЗадание

Lesson 5: SQL INSERT Statement

SQL INSERT statementЧтениеAssess Your Learning: SQL INSERT StatementЗадание

Lesson 6: SQL SELECT Statement

SQL SELECT statementЧтениеAssess Your Learning: SQL SELECT statementЗадание

Module 1 Summary

Module 1 SummaryЧтение
02Structured Query Language, Part 213 материалов

Lesson 1: Queries with Aggregate Functions

Check Your Prior KnowledgeЗаданиеQueries with Aggregate FunctionsЧтениеAssess Your Learning: Queries with Aggregate FunctionsЗадание

Lesson 2: Queries with GROUP BY/HAVING

Queries with GROUP BY/HAVINGЧтениеAssess Your Learning: Queries with GROUP BY/HAVINGЗадание

Lesson 3: Queries with ORDER BY

Queries with ORDER BYЧтениеAggregate FunctionsВидеоAssess Your Learning: Queries with ORDER BYЗадание

Lesson 4: Inner Joins

Inner JoinsЧтениеAssess Your Learning: Inner JoinsЗадание

Lesson 5: Outer Joins

Outer JoinsЧтениеAssess Your Learning: Outer JoinsЗадание

Module 2 Summary

Module 2 SummaryЧтение
03Structured Query Language, Part 322 материалов

Lesson 1: Nested Queries

Check Your Prior KnowledgeЗаданиеNested QueriesЧтениеAssess Your Learning: Nested QueriesЗадание

Lesson 2: Nested correlated queries

Nested Correlated QueriesЧтениеNested Query - Correlated QueryВидеоAssess Your Learning: Nested Correlated QueriesЗадание

Lesson 3: Queries with ALL/ANY

Queries with ALL/ANYЧтениеAssess Your Learning: Queries with ALL/ANY KnowledgeЗадание

Lesson 4: EXISTS/NOT EXISTS Functions

EXISTS/NOT EXISTS functionsЧтениеALL/ANY/EXISTS/NOT EXISTSВидеоAssess Your Learning: EXISTS/NOT EXISTS FunctionsЗадание

Lesson 5: Subqueries in SELECT/FROM

Subqueries in SELECT/FROMЧтениеAssess Your Learning: Subqueries in SELECT/FROMЗадание

Lesson 6: Set Operations

Set OperationsЧтениеAssess Your Learning: Set OperationsЗадание

Lesson 7: DELETE Statement

DELETE StatementЧтениеAssess Your Learning: DELETE StatementЗадание

Lesson 8: UPDATE Statement

UPDATE StatementЧтениеAssess Your Learning: UPDATE StatementЗадание

Lesson 9: SQL Views

SQL ViewsЧтениеAssess Your Learning: SQL ViewsЗадание

Module 3 Summary

Module 10 SummaryЧтение
04Extension to Relational Database Management Systems8 материалов

Lesson 1: Limitations of the relational model

Check Your Prior KnowledgeЗаданиеLimitations of the relational modelЧтениеAssess Your Learning: Limitations of the relational modelЗадание

Lesson 2: Active Relational Database Management System Extensions: Triggers and Stored Procedures

Active Relational Database Management System Extensions: Triggers and Stored ProceduresЧтениеAssess Your Learning: Active Relational Database Management System Extensions: Triggers and Stored ProceduresЗадание

Lesson 3: Recursive SQL Queries

Recursive SQL QueriesЧтениеAssess Your Learning: Recursive SQL QueriesЗадание

Module 4 Summary

Week 11 SummaryЧтение
05NoSQL Databases: MongoDB10 материалов

Lesson Page Lesson 1: The NoSQL movement

Check Your Prior KnowledgeЗаданиеThe NoSQL movementЧтениеAssess Your Learning: The NoSQL movementЗадание

Lesson 2: Key-Value Stores and Distributed Systems

Key-Value Stores and Distributed SystemsЧтениеAssess Your Learning: Key-Value Stores and Distributed SystemsЗадание

Lesson 3: Document Stores and MongoDB

Document Stores and MongoDBЧтениеAssess Your Learning: Document Stores and MongoDBЗадание

Lesson 4: Aggregation with MapReduce

Aggregation with MapReduceЧтениеAssess Your Learning: Aggregation with MapReduceЗадание

Module 5 Summary

Module 5 SummaryЧтение
06NoSQL Databases: Neo4j Graph Database9 материалов

Lesson 1: A Brief Introduction to Graph Theory

Check Your Prior Knowledge ЗаданиеA Brief Introduction to Graph TheoryЧтениеAssess Your Learning: A Brief Introduction to Graph TheoryЗадание

Lesson 2: Graph-based Databases

Graph-based DatabasesЧтениеAssess Your Learning: Graph-based DatabasesЗадание

Lesson 3: Neo4j and Cypher Query Language

Neo4j and Cypher Query LanguageЧтениеAssess Your Learning: Neo4j and Cypher Query LanguageЗадание

Module 6 Summary

Module 6 SummaryЧтение

Course Summary

Congratulations!Чтение