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University coursework selection

Masters program at FIT CTU, years 2019-2021

The selection of code published is migrated from my university gitlab account.

coursework
│   README.md
|
└───DDW (web mining course) 
│   │   README.md
│   └─── 01 - web scraping
|   └─── 02 - index & document retrieval
|   └─── 03 - text mining
|   └─── 04 - social network analysis
|   └─── 05 - web analytics //not added
|   └─── 06 - recommender systems
|
└───DZO (image processing course)
│   │   README.md
│   └─── 01 - monadic operations
|   └─── 02 - FFT
|   └─── 03 - convolution (filtering)
|   └─── 04 - bilateral filtering
|   └─── 05 - image stitching (multi-resolution)
|   └─── 06 - image segmentation (coloring)
│   
└───EDW (data engineering course)
│   │   README.md
│   └─── 01 - analysis
|   └─── 02 - data lifecycle management
|   └─── 03 - datamart & dashboard
|
└───MVI_ADM (machine learning courses) 
|   |
|   └───mvi semestral project - video FR upscaling w/ NN
|   └───adm home assignments
|
└───PDD (basic data processing course)
│   │   README.md
│   └─── 01
|   └─── 02
|   └─── 03
|
└───ROZ (computer vision course) -> moved to its own repository
|   |   README.md
|   └───iris classifier (gabor features) 
|
└───SPI (statistics home assignments)
│   │   README.md
│   └─── 01
|   └─── 02
|
└───VZD (basic data mining course)
    │   README.md
    └─── 01 - web scraping 
    └─── 02 - data preprocessing and binary classification
    └─── 03 - e-shop customers clustering
    └─── 04 - regression

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