Datenbank Praktikum – Big Data (WS 2019/2020)
Hands-on Lab – Big Data Technologies
Lecturers: Prof. Dott. Ing. Roberto V. Zicari, Todor Ivanov and Timo Eichhorn
Contact person: Todor Ivanov (todor@dbis.cs.uni-frankfurt.de), Timo Eichhorn (timo@dbis.cs.uni-frankfurt.de)
Course start/end: Tuesday, 22.10.2019 to Tuesday, 11.02.2020
Time and Location: Tuesday 10:00 – 12:00, Room RM10-711
Languages: The languages of the lab are English and German.
Credit Points: Students can receive 8 CPs. Link in QIS/LFS
Registration: You have to register in the form below. Deadline for registration is 17.10.2019.
It is recomended that participants do have basic knowledge in Machine Learning!
Supported by Google Cloud for Education
Course Schedule (preliminary)
| Date | Topic | Lab Materials |
| 22.10.2019 | Course Organization, Introduction to Big Data & Data Science Tools | [wpdm_package id=’20643′][wpdm_package id=’20646′] |
| 29.10.2019 | Phase 1: Tool Evaluation | [wpdm_package id=’19221′] |
| 05.11.2019 | [wpdm_package id=’19226′][wpdm_package id=’19224′] | |
| 12.11.2019 | [wpdm_package id=’19237′][wpdm_package id=’19230′] | |
| 19.11.2019 | [wpdm_package id=’19240′][wpdm_package id=’19232′] | |
| 26.11.2019 | Intermediate Presentations (Tool Demonstration) | |
| 03.12.2019 | Phase 2: Tool Comparison | |
| 10.12.2019 | ||
| 17.12.2019 | ||
| 14.01.2020 | ||
| 21.01.2020 | ||
| 28.01.2020 | ||
| 04.02.2020 | Final Project Presentations (Part 1) | [wpdm_package id=’22822′] |
| 11.02.2020 | Final Project Presentations (Part 2) | [wpdm_package id=’22828′] |
Additional Materials
Materials
- Data Science Teaching Initiative
- The Open Source Data Science Masters
- IBM Big Data University/ Cognitive Class – free online courses on Big Data technologies
- Cloudera Quickstart VM
- HortonWorks Quickstart VM
Books & Papers