Artesis Plantijn Hogeschool Antwerpen
Wetenschap en Techniek
campus Spoor Noord Ellermanstraat
Ellermanstraat 33 - 2060 Antwerpen
wt@ap.be
Data Mining31077/2199/2122/1/05
Study guide

Data Mining

31077/2199/2122/1/05
Academic year 2021-22
Is found in:
  • Bachelor of Applied Computer Science, programme stage 3
    Programme option:
    • Big Data
This is a single course unit.
Study load: 3 credits
It is not possible to enrol in this course unit under
  • exam contract (to obtain a credit).
  • exam contract (to obtain a degree).
Co-ordinator: Possemiers Philippe
Languages: Dutch
Scheduled for: Semester 1
This course unit is marked out of 20 (rounded to an integer).
Possible deadlines for learning account: 15.10.2021 ()
Re-sit exam: is possible.
Possibility of tolerance: This course unit is eligible for tolerance according to the criteria as determined by the degree programme you are enrolled in.
Total study time: 80,00 hours

Prerequisites

(to be taken together with Intro BI OR having passed Intro BI) AND having finished at least 60 ects credits in programme part (year) 1 OR having passed Intro BI.

Learning outcomes (list)

A.7. Technology Watching
Recognizes the most common technologies being used to discover patterns in data.
B.1. Design and Development
Describes the characteristics of document-oriented NoSQL databases.
Uses document-oriented NoSQL databases for data mining.
Uses Spark technology for data mining.
Uses Jupyter Notebooks for data mining.
Uses the newest technology to summarize and visualize large amounts of data.
B.2. Systems Integration
Implements an environment with distributed data.
Oral communication
Communicates efficiently within the professional context (managing conflicts/ executing conversations/ presenting/ negotiating/ convincing/ reacting sensitively).
Communicates written efficiently and effectively within the professional context (media / spelling / grammar / accounting / reporting / presentation / correspondence)
Written communication
Communicates written efficiently and effectively within the professional context (media / spelling / grammar / accounting / reporting / presentation / correspondence)
Relationships
Works customer oriented and environmentally aware
Collaborates constructively to achieve collective results
Teamwork and leadership
Collaborates constructively to achieve collective results

Educational organisation (list)

Learning Activities
Collaborative learning54,00 hours
Lectures and / or tutorials13,00 hours
Practicum13,00 hours

Evaluation (list)

Evaluation(s) for first exam chance
MomentForm%Remark
Academic yearContinuous project assignment (Permanent evaluation)100,00Er is geen inhaalmogelijkheid voor de permanente evaluatie wegens procesevaluatie.
Evaluation(s) for re-sit exam
MomentForm%Remark
2nd examination periodProject assignment100,00