Opetussuunnitelmat
Description
KA00DL07 | Data Engineering (5 cr) |
Prerequisites | Not applicable |
Objectives | The student can estimate different data storage and processing solutions in terms of data type, volume, overall needs, and costs. The student knows basics of databases. The student has basic knowledge about cloud-based data processing tools and programming languages. The student understands the levels of data processing and data products. The student can perform data cleaning and categorization. The student can use cloud-based systems and services to store, process, and access data. |
Content | - Programming languages and software libraries for data engineering - Data sources and storage solutions - Cleaning and categorizing data - Cloud-based systems and solutions for data analysis |
Recommended optional programme components | If necessary, the student advisor will recommend optional programme components for each student based on their individual study plan. |
Accomplishment methods | Not applicable |
Execution methods | Not applicable |
Materials | Not applicable |
Literature | Not applicable |
Evaluation Criteria | 0-5 |
Evaluation Criteria |
satisfactory (1-2) I understand how data engineering works, why it is needed and what are the essential software and storage components. I am familiar with the different data types and data products and the steps of data processing. I can maintain and improve local and cloud-based data engineering tools. good (3-4) I can create and maintain small-scale data warehouse using software and cloud storage tools. I can estimate the cost and risks of different data engineering solutions. excellent (5) I can plan the architecture and implementation of complicated data warehouse. I can construct most of the data warehouse components and understand how all of them work. I can estimate the financial and security aspects of data warehouse solutions and select the optimal choice. |
Assessment Frameworks | Assessment framework |
Further Information | Not applicable |
Responsible persons | Not applicable |
Links | Assessment framework |
Implementations
Show old implementations
- 30.10.2023 - 20.12.2023 (KA00DL07-3002 | VAI23S24K, DPD23SYTIK, DPD23SYTEKN, EXN23S24KDDMDAPMHNU, DPM23KYTIK)
19.5.2024 18:49:05