Free Course Image Database

Free online courseDatabase

Duration of the online course: 17 hours and 34 minutes

4.71

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Enroll in Stanford's free online Database course. Master relational models, SQL, XML, JSON, NoSQL, and more. Perfect for IT professionals looking to enhance database skills.

In this free course, learn about

  • Introduction and Data Models
  • XML and JSON Data Models
  • Relational Algebra Fundamentals
  • Core SQL and Querying
  • Relational Design and Normalization
  • XML Query Languages and Transformations
  • Conceptual Modeling and Relational Mapping
  • Indexing and Performance
  • Constraints, Triggers, and Integrity
  • Transactions and Concurrency
  • Views and Materialized Views
  • Security and Authorization
  • Recursive SQL and Advanced Queries
  • OLAP and Analytical Processing
  • NoSQL Systems and Big Data
  • Exams and Office Hours

Course Description

The "Database Dbclass" is an in-depth and meticulously structured online course that spans over 17 hours and 34 minutes. With a remarkable average rating of 5 out of 5 stars, this course is highly regarded among learners. It falls under the Information Technology category, specifically focusing on the subcategory of Databases.

The course begins with an introduction that sets the stage for a comprehensive learning experience about databases. It covers a diverse array of crucial subjects necessary for anyone looking to specialize in database technologies.

Starting with the relational model, the course delves into the principles of querying relational databases, introducing learners to the foundational aspects of database interaction. From there, it transitions into topics related to XML, such as well-formed XML structures, DTDs, IDs, IDREFs, and XML Schema, ensuring learners have a robust understanding of XML-based data management.

The course also covers JSON, presenting an introduction and a practical demonstration to help students become adept at handling JSON data formats. This is followed by an exploration of relational algebra, foundational for understanding database operations and optimizations.

SQL is a significant component of the course, starting with an introduction to SQL and covering various essential aspects such as basic select statements, subqueries, aggregation, handling null values, and data modification statements. The inclusion of join operators further equips students with necessary skills for efficient data handling.

Building on these basics, the course delves into relational design and theory, discussing functional dependencies, Boyce-Codd Normal Form (BCNF), and multivalued dependencies, as well as exploring the shortcomings and advancements beyond BCNF and 4NF.

Additionally, XPath, XQuery, and XSLT are covered, providing learners with the tools to query and transform XML data effectively. UML data modeling and the transition from UML to relational schemas are also essential parts of the curriculum.

Indexing, transactions, and their properties, including isolation levels, are critical database performance and integrity topics discussed in the course. Constraints, referential integrity, and triggers are covered, with practical demos to solidify the concepts.

The course also addresses defining and using views, view modifications, and materialized views, ensuring students understand how to optimize database queries and performance. Topics such as authorization, recursive queries, OLAP, and NoSQL provide a rounded understanding of advanced database concepts and emerging technologies.

The course concludes with midterm exam solutions, a final exam review, and office hours sessions, providing learners with opportunities to clarify doubts and reinforce their understanding.

Overall, the "Database Dbclass" is a comprehensive program that equips learners with the theoretical knowledge and practical skills required to excel in the field of database management and technology.

Course content

  • Video class: 01-01-introduction.mp4 13m
  • Exercise: _What does a database management system provide for applications, according to Jennifer Widom?
  • Video class: 02-01-relational-model.mp4 08m
  • Exercise: What is a key in a relational database model?
  • Video class: 02-02-querying-relational-databases.mp4 06m
  • Exercise: _What is the first step in creating and using a relational database?
  • Video class: 03-01-well-formed-xml.mp4 13m
  • Exercise: What is a key feature of XML compared to the relational model?
  • Video class: 03-02-dtds-ids-idrefs.mp4 18m
  • Exercise: _What is the difference between well-formed XML and valid XML?
  • Video class: 03-03-xml-schema.mp4 13m
  • Exercise: What is a difference between XML Schema and DTDs?
  • Video class: 04-01-json-intro.mp4 14m
  • Exercise: _What are the two types of composite values in JSON?
  • Video class: 04-02-json-demo.mp4 22m
  • Exercise: What is JSON primarily used for?
  • Video class: 05-01-relational-algebra-1.mp4 18m
  • Exercise: _What is the select operator in relational algebra?
  • Video class: 05-02-relational-algebra-2.mp4 19m
  • Exercise: What does the union operator in relational algebra do?
  • Video class: 06-01-introduction-to-SQL.mp4 04m
  • Exercise: _What is the Data Definition Language (DDL) in SQL?
  • Video class: 06-02-basic-select-statement.mp4 09m
  • Exercise: How can you eliminate duplicate results in an SQL query?
  • Video class: 06-04-subqueries-in-where.mp4 20m
  • Exercise: What is a sub-query in SQL?
  • Video class: 06-05-subqueries-in-from-select.mp4 08m
  • Exercise: In which clauses can subqueries be used in SQL?
  • Video class: 06-06-aggregation.mp4 25m
  • Exercise: _What are the basic aggregation functions supported by every SQL system?
  • Video class: 06-07-null-values.mp4 06m
  • Exercise: How does SQL handle null values in a query condition involving logical expressions?
  • Video class: 06-08-data-modification-statements.mp4 14m
  • Exercise: _What are the two methods of inserting data in SQL?
  • Video class: 06-055-join-operators.mp4 25m
  • Exercise: What SQL operation is used when you want unmatched tuples from both the left and right sides to appear in the result?
  • Video class: 07-01-relational-design-overview.mp4 16m
  • Exercise: _What is the problem with the schema design for the database about students applying to colleges?
  • Video class: 07-02-functional-dependencies.mp4 27m
  • Exercise: What role do functional dependencies play in database systems?
  • Video class: 07-03-bcnf.mp4 23m
  • Exercise: _What is used to create relations in Boyce Codd Normal Form?
  • Video class: 07-04-multivalued-dependencies.mp4 23m
  • Video class: 07-05-shortcomings-bcnf-4nf.mp4 12m
  • Exercise: _Is the relation in Boyce-Codd normal form?
  • Video class: 08-01-xpath-intro.mp4 09m
  • Video class: 08-02-xpath-demo.mp4 22m
  • Exercise: _What is the purpose of the XPath expression "bookstore/*/(title|magazine)" in the given text?
  • Video class: 08-03-xquery-intro.mp4 05m
  • Video class: 08-04-xquery-demo.mp4 16m
  • Exercise: _What is the main difference between XQuery and SQL?
  • Video class: 08-05-xslt.mp4 22m
  • Video class: 09-01-uml-data-modeling.mp4 25m
  • Exercise: _What are the two higher-level models commonly used for database design?
  • Video class: 09-02-uml-to-relations.mp4 27m
  • Video class: 10-01-indexes.mp4 14m
  • Exercise: _What is the primary way of getting improved performance out of a database?
  • Video class: 11-01-motivation-overview.mp4 13m
  • Exercise: _What is the difference between constraints and triggers in the context of relational databases?
  • Video class: 11-02-constraints.mp4 25m
  • Video class: 11-03-referential-integrity.mp4 21m
  • Exercise: _What is referential integrity in a database?
  • Video class: 11-04-triggers-intro.mp4 15m
  • Video class: 11-05-triggers-demo-part-1.mp4 29m
  • Video class: 11-06-triggers-demo-part-2.mp4 12m
  • Video class: 12-01-transactions-intro.mp4 13m
  • Video class: 12-02-transactions-properties.mp4 12m
  • Exercise: _What are the ACID properties of transaction support in databases?
  • Video class: 12-03-isolation-levels.mp4 17m
  • Video class: 13-01-defining-using-views.mp4 14m
  • Exercise: _What is the purpose of adding views on top of relations in a database?
  • Video class: 13-02-view-modifications-intro.mp4 08m
  • Video class: 13-03-view-modifications-using-triggers.mp4 32m
  • Exercise: _What is the trigger used to enable deletion commands on the CS accept view?
  • Video class: 13-04-automatic-view-modifications.mp4 22m
  • Video class: 13-05-materialized-views.mp4 16m
  • Exercise: _What is the additional advantage of materialized views over virtual views?
  • Video class: 14-01-authorization.mp4 10m
  • Video class: 15-01-basic-recursive-with-statement.mp4 11m
  • Exercise: _What is the WITH statement in SQL used for?
  • Video class: 15-02-basic-recursive-with-statement-demo.mp4 30m
  • Video class: 15-03-nonlinear-mutual-recursion.mp4 21m
  • Exercise: _What is linear recursion in SQL?
  • Video class: 16-01-olap.mp4 18m
  • Video class: 16-02-olap-demo.mp4 26m
  • Video class: 17-01-nosql-motivation.mp4 19m
  • Video class: 17-02-nosql-overview.mp4 27m
  • Exercise: _What is the difference between MapReduce and key value stores in terms of the type of applications they are typically used for?
  • Video class: Final Exam Review 46m
  • Video class: Midterm Exam Solutions 32m
  • Exercise: _In an XML document that conforms to the DTD on city info, what are the minimum and maximum possible number of mayor elements?
  • Video class: DBClass Office Hours 02/21/2013 40m
  • Video class: DBClass Office Hours 03/06/2013 03m

This free course includes:

17 hours and 34 minutes of online video course

Digital certificate of course completion (Free)

Exercises to train your knowledge

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