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DDM Lab WS14/15
Distributed Data Mining Lab
Winter Term 2014/15 Chair for Bioinforma>cs
L. Richter
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DDM Lab WS14/15
About the Course
● Wedneday, 10-‐12am ● 15 mee>ngs from Oct. 8th to Jan 28th
● Highly innova>ve
● Explora>on of distributed data mining technologies
● First >me of this class
● No pre-‐arranged script available
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DDM Lab WS14/15
Contents
Topics, a.o.: ● Hadoop File System
● Hadoop
● Spark ● Mahout
● MLlib
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DDM Lab WS14/15
Grading
What is Graded?: ● The grade is based on: the whole semester performance i.e. the complete wiki entries, all presenta>ons of a team
● Each group reports weekly in the wiki
● If there are no objec>ons the group is awarded the same grade, minor differen>a>on is possible
● Individual grading/report only on request
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DDM Lab WS14/15
Grading
Criteria: ● Presenta>on criteria: focus to things that ma\er, communicate you message in an easy and understandable way, it is important, that the audience can follow
● Wiki: volume, conciseness, clearness.
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DDM Lab WS14/15
Grading
Criteria in Detail: ● The volume should reflect the amount of >me and work you spend on the topic
● The conciseness refers to the level of details and the precision (e.g. do things really work using the given instruc>ons)
● The clearness: Is the red line of the work visible, is it easy to understand.
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DDM Lab WS14/15
Realiza>on
Conduc>on Hints: ● Therefore the wiki entries should have meaningful structure and cover different levels of abstrac>on. Referenced white papers, manuals, tutorials and further reading.
● Since this course is new, problems and challenges should adequately be reflected.
● We plan to record weekly notes which leads then to the final grade.
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DDM Lab WS14/15
Organiza>on
● Register par>cipants ● Form teams
● Discuss the mee>ng >me
● Iden>fy interest in / find slots for coding sessions ● Answer ques>ons about prerequisites
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DDM Lab WS14/15
Infrastructure
● Bunch of virtual machines running Debian ● you have root access to these machines
● Provide a wiki for reports and documenta>on
● Provide a forum for off-‐line discussion
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DDM Lab WS14/15
Conclusion
● New course ● No previous experience with ma\er yet -‐> you are free to explore the opportuni>es given by the technology -‐> you are free to suggest addi>onal topics as the course goes on
● you have to do reading and technology research on your own
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DDM Lab WS14/15
Conclusion
● We are a kind of project manager where you are the technical specialist
● The supervisors work in collabora>on with the students and refine strategies and direc>ons on the fly as the course is going on. This is based on the feedback from the students and done in collabora>on with the students -‐> clear communica>on is essen>al on both sides
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DDM Lab WS14/15
Have fun!