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This roadmap features hands-on Database Courses for mastering popular systems like MySQL, Redis, MongoDB, and PostgreSQL. It offers structured learning covering essential concepts, database design, and administration across different database types. Gain real-world experience in database management and querying through practical exercises in interactive database playgrounds.\n\n|   Index | Name                                                                                                                                         | Difficulty   | Tutorial Link                                                                                        |\n|---------|----------------------------------------------------------------------------------------------------------------------------------------------|--------------|------------------------------------------------------------------------------------------------------|\n|      01 | [📖 Redis Sorted Set Operations](https://labex.io/tutorials/redis-redis-sorted-set-operations-552105)                                        | Beginner     | [🔗 View](https://labex.io/tutorials/redis-redis-sorted-set-operations-552105)                       |\n|      02 | [📖 PostgreSQL Relationships and Joins](https://labex.io/tutorials/postgresql-postgresql-relationships-and-joins-550959)                     | Beginner     | [🔗 View](https://labex.io/tutorials/postgresql-postgresql-relationships-and-joins-550959)           |\n|      03 | [📖 PostgreSQL Role and Permission Management](https://labex.io/tutorials/postgresql-postgresql-role-and-permission-management-550960)       | Beginner     | [🔗 View](https://labex.io/tutorials/postgresql-postgresql-role-and-permission-management-550960)    |\n|      04 | [📖 PostgreSQL Transaction Management](https://labex.io/tutorials/postgresql-postgresql-transaction-management-550964)                       | Beginner     | [🔗 View](https://labex.io/tutorials/postgresql-postgresql-transaction-management-550964)            |\n|      05 | [📖 PostgreSQL Views Management](https://labex.io/tutorials/postgresql-postgresql-views-management-550966)                                   | Beginner     | [🔗 View](https://labex.io/tutorials/postgresql-postgresql-views-management-550966)                  |\n|      06 | [📖 Verify PostgreSQL Connection Details](https://labex.io/tutorials/postgresql-verify-postgresql-connection-details-551083)                 | Beginner     | [🔗 View](https://labex.io/tutorials/postgresql-verify-postgresql-connection-details-551083)         |\n|      07 | [📖 Create Your Own Recipe Database](https://labex.io/tutorials/postgresql-create-your-own-recipe-database-551100)                           | Beginner     | [🔗 View](https://labex.io/tutorials/postgresql-create-your-own-recipe-database-551100)              |\n|      08 | [📖 Installation and Initial Setup of Redis](https://labex.io/tutorials/redis-installation-and-initial-setup-of-redis-552075)                | Beginner     | [🔗 View](https://labex.io/tutorials/redis-installation-and-initial-setup-of-redis-552075)           |\n|      09 | [📖 Basic Key-Value Operations in Redis](https://labex.io/tutorials/redis-basic-key-value-operations-in-redis-552077)                        | Beginner     | [🔗 View](https://labex.io/tutorials/redis-basic-key-value-operations-in-redis-552077)               |\n|      10 | [📖 Introduction to Redis Data Structures](https://labex.io/tutorials/redis-introduction-to-redis-data-structures-552078)                    | Beginner     | [🔗 View](https://labex.io/tutorials/redis-introduction-to-redis-data-structures-552078)             |\n|      11 | [📖 Redis Advanced Key Management](https://labex.io/tutorials/redis-redis-advanced-key-management-552094)                                    | Beginner     | [🔗 View](https://labex.io/tutorials/redis-redis-advanced-key-management-552094)                     |\n|      12 | [📖 Redis Hash Operations](https://labex.io/tutorials/redis-redis-hash-operations-552096)                                                    | Beginner     | [🔗 View](https://labex.io/tutorials/redis-redis-hash-operations-552096)                             |\n|      13 | [📖 Redis List Operations](https://labex.io/tutorials/redis-redis-list-operations-552098)                                                    | Beginner     | [🔗 View](https://labex.io/tutorials/redis-redis-list-operations-552098)                             |\n|      14 | [📖 Redis Set Operations](https://labex.io/tutorials/redis-redis-set-operations-552104)                                                      | Beginner     | [🔗 View](https://labex.io/tutorials/redis-redis-set-operations-552104)                              |\n|      15 | [📖 PostgreSQL Index Optimization](https://labex.io/tutorials/postgresql-postgresql-index-optimization-550955)                               | Beginner     | [🔗 View](https://labex.io/tutorials/postgresql-postgresql-index-optimization-550955)                |\n|      16 | [📖 Verify Redis Server Status](https://labex.io/tutorials/redis-verify-redis-server-status-552152)                                          | Beginner     | [🔗 View](https://labex.io/tutorials/redis-verify-redis-server-status-552152)                        |\n|      17 | [📖 Expire Keys In Redis Cache](https://labex.io/tutorials/redis-expire-keys-in-redis-cache-552156)                                          | Beginner     | [🔗 View](https://labex.io/tutorials/redis-expire-keys-in-redis-cache-552156)                        |\n|      18 | [📖 Setting Up SQLite in Linux](https://labex.io/tutorials/sqlite-setting-up-sqlite-in-linux-552335)                                         | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-setting-up-sqlite-in-linux-552335)                       |\n|      19 | [📖 Building Tables in SQLite](https://labex.io/tutorials/sqlite-building-tables-in-sqlite-552336)                                           | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-building-tables-in-sqlite-552336)                        |\n|      20 | [📖 Creating and Managing SQLite Databases](https://labex.io/tutorials/sqlite-creating-and-managing-sqlite-databases-552337)                 | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-creating-and-managing-sqlite-databases-552337)           |\n|      21 | [📖 SQLite Constraint Management](https://labex.io/tutorials/sqlite-sqlite-constraint-management-552545)                                     | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-sqlite-constraint-management-552545)                     |\n|      22 | [📖 SQLite Data Grouping](https://labex.io/tutorials/sqlite-sqlite-data-grouping-552547)                                                     | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-sqlite-data-grouping-552547)                             |\n|      23 | [📖 SQLite Index Optimization](https://labex.io/tutorials/sqlite-sqlite-index-optimization-552552)                                           | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-sqlite-index-optimization-552552)                        |\n|      24 | [📖 SQLite Subquery Techniques](https://labex.io/tutorials/sqlite-sqlite-subquery-techniques-552555)                                         | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-sqlite-subquery-techniques-552555)                       |\n|      25 | [📖 SQLite Table Joining](https://labex.io/tutorials/sqlite-sqlite-table-joining-552556)                                                     | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-sqlite-table-joining-552556)                             |\n|      26 | [📖 SQLite Transaction Handling](https://labex.io/tutorials/sqlite-sqlite-transaction-handling-552558)                                       | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-sqlite-transaction-handling-552558)                      |\n|      27 | [📖 SQLite Trigger Automation](https://labex.io/tutorials/sqlite-sqlite-trigger-automation-552559)                                           | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-sqlite-trigger-automation-552559)                        |\n|      28 | [📖 Install and Verify SQLite on Linux](https://labex.io/tutorials/sqlite-install-and-verify-sqlite-on-linux-552579)                         | Beginner     | [🔗 View](https://labex.io/tutorials/sqlite-install-and-verify-sqlite-on-linux-552579)               |\n|      29 | [📖 Populate the Students Collection](https://labex.io/tutorials/mongodb-populate-the-students-collection-425481)                            | Beginner     | [🔗 View](https://labex.io/tutorials/mongodb-populate-the-students-collection-425481)                |\n|      30 | [📖 How to start PostgreSQL in Kali Linux](https://labex.io/tutorials/kali-how-to-start-postgresql-in-kali-linux-417476)                     | Beginner     | [🔗 View](https://labex.io/tutorials/kali-how-to-start-postgresql-in-kali-linux-417476)              |\n|      31 | [📖 Create Your First MySQL Database](https://labex.io/tutorials/mysql-create-your-first-mysql-database-418265)                              | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-create-your-first-mysql-database-418265)                  |\n|      32 | [📖 Create a Product Catalog Table](https://labex.io/tutorials/mysql-create-a-product-catalog-table-418298)                                  | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-create-a-product-catalog-table-418298)                    |\n|      33 | [📖 MySQL Basic Data Manipulation](https://labex.io/tutorials/sql-mysql-basic-data-manipulation-418303)                                      | Beginner     | [🔗 View](https://labex.io/tutorials/sql-mysql-basic-data-manipulation-418303)                       |\n|      34 | [📖 MySQL Table Structure and Data Types](https://labex.io/tutorials/mysql-mysql-table-structure-and-data-types-418307)                      | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-mysql-table-structure-and-data-types-418307)              |\n|      35 | [📖 Database Management Fundamentals with MySQL](https://labex.io/tutorials/mysql-database-management-fundamentals-with-mysql-418414)        | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-database-management-fundamentals-with-mysql-418414)       |\n|      36 | [📖 Installation and Basic Configuration of MySQL](https://labex.io/tutorials/mysql-installation-and-basic-configuration-of-mysql-418415)    | Intermediate | [🔗 View](https://labex.io/tutorials/mysql-installation-and-basic-configuration-of-mysql-418415)     |\n|      37 | [📖 Your First MongoDB Lab](https://labex.io/tutorials/mongodb-your-first-mongodb-lab-420660)                                                | Beginner     | [🔗 View](https://labex.io/tutorials/mongodb-your-first-mongodb-lab-420660)                          |\n|      38 | [📖 Create MongoDB Collection](https://labex.io/tutorials/mongodb-create-mongodb-collection-420695)                                          | Beginner     | [🔗 View](https://labex.io/tutorials/mongodb-create-mongodb-collection-420695)                       |\n|      39 | [📖 Insert Data in MongoDB](https://labex.io/tutorials/mongodb-insert-data-in-mongodb-420696)                                                | Intermediate | [🔗 View](https://labex.io/tutorials/mongodb-insert-data-in-mongodb-420696)                          |\n|      40 | [📖 Delete MongoDB Data](https://labex.io/tutorials/mongodb-delete-mongodb-data-420822)                                                      | Beginner     | [🔗 View](https://labex.io/tutorials/mongodb-delete-mongodb-data-420822)                             |\n|      41 | [📖 Update MongoDB Records](https://labex.io/tutorials/mongodb-update-mongodb-records-420823)                                                | Beginner     | [🔗 View](https://labex.io/tutorials/mongodb-update-mongodb-records-420823)                          |\n|      42 | [📖 Honor Roll Tracker](https://labex.io/tutorials/mongodb-honor-roll-tracker-425476)                                                        | Beginner     | [🔗 View](https://labex.io/tutorials/mongodb-honor-roll-tracker-425476)                              |\n|      43 | [📖 Explore MySQL System Tables](https://labex.io/tutorials/mysql-explore-mysql-system-tables-391702)                                        | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-explore-mysql-system-tables-391702)                       |\n|      44 | [📖 Database Management Basics with PostgreSQL](https://labex.io/tutorials/postgresql-database-management-basics-with-postgresql-550899)     | Beginner     | [🔗 View](https://labex.io/tutorials/postgresql-database-management-basics-with-postgresql-550899)   |\n|      45 | [📖 Installation and Initial Setup of PostgreSQL](https://labex.io/tutorials/postgresql-installation-and-initial-setup-of-postgresql-550900) | Intermediate | [🔗 View](https://labex.io/tutorials/postgresql-installation-and-initial-setup-of-postgresql-550900) |\n|      46 | [📖 PostgreSQL Table Creation and Data Types](https://labex.io/tutorials/postgresql-postgresql-table-creation-and-data-types-550901)         | Intermediate | [🔗 View](https://labex.io/tutorials/postgresql-postgresql-table-creation-and-data-types-550901)     |\n|      47 | [📖 MySQL Functions and Custom Logic](https://labex.io/tutorials/mysql-mysql-functions-and-custom-logic-550908)                              | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-mysql-functions-and-custom-logic-550908)                  |\n|      48 | [📖 MySQL Indexes and Performance Optimization](https://labex.io/tutorials/mysql-mysql-indexes-and-performance-optimization-550910)          | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-mysql-indexes-and-performance-optimization-550910)        |\n|      49 | [📖 MySQL Stored Procedures Basics](https://labex.io/tutorials/mysql-mysql-stored-procedures-basics-550915)                                  | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-mysql-stored-procedures-basics-550915)                    |\n|      50 | [📖 MySQL Subqueries and Nested Operations](https://labex.io/tutorials/mysql-mysql-subqueries-and-nested-operations-550916)                  | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-mysql-subqueries-and-nested-operations-550916)            |\n|      51 | [📖 MySQL Transactions and Data Integrity](https://labex.io/tutorials/mysql-mysql-transactions-and-data-integrity-550918)                    | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-mysql-transactions-and-data-integrity-550918)             |\n|      52 | [📖 MySQL Triggers for Automation](https://labex.io/tutorials/mysql-mysql-triggers-for-automation-550919)                                    | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-mysql-triggers-for-automation-550919)                     |\n|      53 | [📖 MySQL Views and Virtual Tables](https://labex.io/tutorials/mysql-mysql-views-and-virtual-tables-550920)                                  | Beginner     | [🔗 View](https://labex.io/tutorials/mysql-mysql-views-and-virtual-tables-550920)                    |\n|      54 | [📖 PostgreSQL Advanced Data Types](https://labex.io/tutorials/postgresql-postgresql-advanced-data-types-550947)                             | Beginner     | [🔗 View](https://labex.io/tutorials/postgresql-postgresql-advanced-data-types-550947)               |\n|      55 | [📖 PostgreSQL Advanced Query Writing](https://labex.io/tutorials/postgresql-postgresql-advanced-query-writing-550948)                       | Beginner     | [🔗 View](https://labex.io/tutorials/postgresql-postgresql-advanced-query-writing-550948)            |\n\n## More\n\n- 🔗 [Database Learn more about](https://labex.io/skilltrees/database)\n- 🔗 [Awesome Programming Courses](https://github.com/labex-labs/awesome-programming-courses)\n- 🔗 [Awesome Programming Projects](https://github.com/labex-labs/awesome-programming-projects)\n\n","projects_url":"https://awesome.ecosyste.ms/api/v1/lists/labex-labs%2Fdatabase-free-tutorials/projects"}