This shows you the differences between two versions of the page.
Both sides previous revision Previous revision Next revision | Previous revision | ||
teaching:infoh600 [2020/03/09 12:19] svsummer [Lecture 3: Velocity and the Lambda Architecture] |
teaching:infoh600 [2020/04/09 14:37] (current) svsummer |
||
---|---|---|---|
Line 1: | Line 1: | ||
====== INFO-H-600 : Computing Foundations of Data Science ====== | ====== INFO-H-600 : Computing Foundations of Data Science ====== | ||
- | <note tip>This page only describes the organization of the course in 2nd semester</note>. | + | Please see the [[https://uv.ulb.ac.be/course/view.php?id=85247|corresponding page on the Virtual University]]. |
- | + | ||
- | The second semester consists of an introduction to processing Big Data, with a | + | |
- | focus on different frameworks and programming models. | + | |
- | + | ||
- | There are three theory lectures and 6 computer lab sessions: | + | |
- | + | ||
- | - The theory lectures are on monday 17/02, 24/02 and 02/03 from 10h-12h | + | |
- | - The computer lab sessions are on friday morning from 10h-12h starting on friday 21/02 (for 6 weeks). | + | |
- | + | ||
- | If you are following *both* INFOH600 and INFOH515, you should follow the computer lab sessions of INFOH600, and can skip the first computer lab sessions sessions of INFOH515. | + | |
- | + | ||
- | ===== Lecture 1: Introduction to Big Data; Map/Reduce ===== | + | |
- | * [[https://davinci.ulb.ac.be/index.php/s/L4scQbK2Mw5MbjL|Slides]] (password-protected) | + | |
- | * [[https://podcast.ulb.ac.be/ezplayer/?action=view_album_assets&album=INFO-H-515-pub&token=IQTDXDVX|Recorded lecture]] (only part 2, after the break). Login with your ULB netid to access. | + | |
- | + | ||
- | ===== Lecture 2: Apache Spark ===== | + | |
- | * [[https://davinci.ulb.ac.be/index.php/s/qYnBeDwzeM5tYc8|Slides]] | + | |
- | * Recorded lecture: [[https://podcast.ulb.ac.be/ezplayer//index.php?action=view_asset_details&album=INFO-H-515-pub&asset=2020_02_24_10h05&asset_token=FYSUVGPQ|part1]] and [[https://podcast.ulb.ac.be/ezplayer//index.php?action=view_asset_details&album=INFO-H-515-pub&asset=2020_02_24_10h59&asset_token=OIXSKCOS|part 2]] Login with your ULB netid to access. | + | |
- | + | ||
- | ===== Lecture 3: Velocity and the Lambda Architecture ===== | + | |
- | *{{:teaching:infoh600:3-velocity.pdf| Slides}} | + | |
- | * Due to network infrastructure problems, this lecture could not be recorded. | + | |
- | + | ||
- | + | ||
- | ===== Project ===== | + | |
- | * The{{:teaching:infoh600:infoh600_assignment.pdf| project assignment}} is online. | + | |
- | + | ||
- | + | ||
- | ===== Practical Sessions ===== | + | |
- | + | ||
- | * {{:teaching:infoh600:tp_1_hdfs.zip|TP - 1 - HDFS}} | + | |
- | + | ||
- | * {{:teaching:infoh600:tp_2_mapreduce.zip|TP - 2 - MapReduce}} | + |