TIE-22307 Data-Intensive Programming, 5 cr
Additional information
Students are expected to have decent programming skills. The basic knowledge of relational databases is recommended.
Person responsible
Antti Luoto, Timo Aaltonen
Lessons
| Implementation | Period | Person responsible | Requirements |
| TIE-22307 2019-01 | 1 - 2 |
Timo Aaltonen Antti Luoto |
Exam and accepted assignment. |
Learning Outcomes
The course deals with managing and analysing big data. After the course, a student understands modern solutions for data-intensive programming, she knows their intentions and she has introduced herself to programming in the field.
Content
| Content | Core content | Complementary knowledge | Specialist knowledge |
| 1. | Understanding the purpose of the selected solutions | Being able to choose a right solution for a specific problem | |
| 2. | Understanding the computation paradigm of the introduced solutions | Programming a small programs for small amounts of data | Programming real-world programs for large data sets |
| 3. | Understanding the limits of the solutions |
Study material
| Type | Name | Author | ISBN | URL | Additional information | Examination material |
| Book | Spark: The Definitive Guide | Matei Zaharia and Bill Chambers | 9781491912218 | Yes |
Prerequisites
| Course | Mandatory/Advisable | Description |
| TIE-20106 Data Structures and Algorithms | Mandatory | |
| YHTTAY-72101 Tietokantojen perusteet | Mandatory |
Correspondence of content
| Course | Corresponds course | Description |
| TIE-22307 Data-Intensive Programming, 5 cr | TIE-22306 Data-Intensive Programming, 3 cr |