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Carnegie Mellon University via YouTube Video playlist

CMU Intro to Database Systems (15-445/645 - Fall 2022)

Overview

Intro to Database Systems (Fall 2022)

Carnegie Mellon University

https://15445.courses.cs.cmu.edu/fall2022/

Videos in this playlist 26

  1. 01 - Relational Model & Relational Algebra (CMU Intro to Database Systems / Fall 2022)
  2. 02 - Modern SQL (CMU Intro to Database Systems / Fall 2022)
  3. 03 - Database Storage 1 (CMU Intro to Database Systems / Fall 2022)
  4. 04 - Database Storage 2 (CMU Intro to Database Systems / Fall 2022)
  5. 05 - Columnar Databases & Compression (CMU Intro to Database Systems / Fall 2022)
  6. 06 - Memory Management + Buffer Cache (CMU Intro to Database Systems / Fall 2022)
  7. 07 - Hash Tables (CMU Intro to Database Systems / Fall 2022)
  8. 08 - B+Tree Indexes (CMU Intro to Database Systems / Fall 2022)
  9. 09 - Concurrent Indexes (CMU Intro to Database Systems / Fall 2022)
  10. 10 - Sorting & Aggregation Algorithms (CMU Intro to Database Systems / Fall 2022)
  11. 11 - Join Algorithms (CMU Intro to Database Systems / Fall 2022)
  12. 12 - Query Execution 1 (CMU Intro to Database Systems / Fall 2022)
  13. 13 - Parallel Query Execution (CMU Intro to Database Systems / Fall 2022)
  14. 14 - Query Planning & Optimization (CMU Intro to Database Systems / Fall 2022)
  15. 15 - Concurrency Control Theory (CMU Intro to Database Systems / Fall 2022)
  16. 16 - Two-Phase Locking in Databases (CMU Intro to Database Systems / Fall 2022)
  17. 17 - Timestamp-Ordering Concurrency Control (CMU Intro to Database Systems / Fall 2022)
  18. 18 - Multi-Version Concurrency Control MVCC (CMU Intro to Database Systems / Fall 2022)
  19. 19 - Database Logging & Shadow Paging (CMU Intro to Database Systems / Fall 2022)
  20. 20 - Database Recovery with ARIES (CMU Intro to Database Systems / Fall 2022)
  21. 21 - Introduction to Distributed Databases (CMU Intro to Database Systems / Fall 2022)
  22. 22 - Distributed Transactional Database Systems (CMU Intro to Database Systems / Fall 2022)
  23. 23 - Distributed Analytical Database Systems (CMU Intro to Database Systems / Fall 2022)
  24. 24 - Embedded Database Logic (CMU Intro to Database Systems / Fall 2022)
  25. 25 - Snowflake Database Architecture Overview (CMU Intro to Database Systems / Fall 2022)
  26. 26 - Live Call-in Q&A Lecture (CMU Intro to Database Systems / Fall 2022)

Advantages and disadvantages

Advantages

  • Free and complete: every lecture is in the playlist, in order.
  • Watch at 1.5x, skip what you know, rewatch what you don't.
  • Taught by Carnegie Mellon University, one of the strongest names in its field.
  • 181,602 views, so help and notes are easy to find.
  • Completely free.
  • Self-paced: start any time.
  • A clear syllabus (26 videos) you can see before you start.
  • Start watching right away, no sign-up.

Disadvantages

  • No certificate, deadlines or graded work.
  • Quality and depth vary: check that the playlist is finished before you start.
  • No certificate.
  • No graded assignments or feedback.

Some points apply to every course of this kind; see how we rank.

Free

  • Free: Watch on YouTube, no account needed.
  • Certificate: None. Code or take notes along to make it stick.

Carnegie Mellon University is in Tier 1: world-leading universities and India's top institutes of our institution ranking (96/100).

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