Machine Learning and Data Analysis (Strijov's practice)/4th year, fall
Материал из MachineLearning.
(Различия между версиями)
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+ | ==Homeworks== |
Версия 12:54, 3 сентября 2015
The course
Desogning exploatational models
- Report on the course results in 2013: Report2013Fall.pdf
- Short URL to this page: http://goo.gl/yV60hk
- Web-interfaces to the projects can be found at http://mvr.jmlda.org
Syllabus
Date | Tasks | Results | Code | |
---|---|---|---|---|
September | 9 | Introduction to the course, motivation, organisational information. | ||
16 | Select a problem and reviewer. Make a brief presentation (45 seconds) of the project. | Sign-up using ML. Report B | Go | |
23 | Find literature. Find a dataset. Describe it in text and IDEF0 formats. | Reference list. Data description. | Literature | |
30 | Formulate the problem. Write a mathematical statement in LaTeX format; describe basic algorithm. | Problem statement and basic algorithm. | Algorithm | |
October | 7 | Design system architecture and core interfaces. | IDEF0 of the system. | Idef |
21 | Add details to the interfaces, write code. | Launchable code for real data. | Code | |
28 | Create unit-tests for each module. Make a report, justifying the interfaces and IDEF-representations. | Unit tests, Report | Unit | |
November | 4 | Collect and preprocess data for testing the system. Complete IDEF0 for data collection. Create and run system tests. | Tests, data, completed IDEF0. | Tests, Data |
11 | Optimize the code. | Profiling report. | Profiler | |
18 | Make a visual report. After the projects are completed, write a review. | Completed technical report, reviews. | Report, Review | |
25 | Create web-interface and several examples of usage. | Source code is uploaded. | Web | |
Декабрь | 2 | Make a presentation, tidy up documentation and code. | Final report | Slides |
9 | - | Discussions |
Reports are denoted by letters B, M, F.