[[start|Lab. WDM 2025]]

====== Notatniki ======

Lab 1. [[https://github.com/IS-UMK/wdm_lab_01/blob/master/01_Wprowadzenie.ipynb|Wprowadzenie do Python i Jupyter]] 
\\ [[https://colab.research.google.com/github/IS-UMK/wdm_lab_01/blob/master/01_Wprowadzenie.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] \\
Moodle: [[https://moodle.umk.pl/mod/assign/view.php?id=291467|Zadanie 1]]\\
GitHub: [[https://github.com/IS-UMK/wdm_lab_01/|wdm_lab_01]] 

Lab 2. [[https://github.com/IS-UMK/wdm_lab_02/blob/master/02_numpy.ipynb|Numpy i matplotlib]]
\\ [[https://colab.research.google.com/github/IS-UMK/wdm_lab_02/blob/master/02_numpy.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]]  \\
Moodle: [[https://moodle.umk.pl/mod/assign/view.php?id=292837|Zadanie 2]]\\
GitHub: [[https://github.com/IS-UMK/wdm_lab_02/|wdm_lab_02]] 

Lab. 3 [[https://github.com/IS-UMK/wdm_lab_03/blob/master/03_pandas.ipynb|Pandas i Seaborn]] \\ [[https://colab.research.google.com/github/IS-UMK/wdm_lab_03/blob/master/03_pandas.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] \\ Moodle: [[https://moodle.umk.pl/mod/assign/view.php?id=293828|Zadanie 3]]\\
GitHub: [[https://github.com/IS-UMK/wdm_24_lab_03/blob/master/|wdm_lab_03]]

Lab. 4 [[https://github.com/IS-UMK/wdm_lab_04/blob/master/04_preprocessing.ipynb|Preprocessing]] \\ [[https://colab.research.google.com/github/IS-UMK/wdm_lab_04/blob/master/04_preprocessing.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] \\ Moodle: [[https://moodle.umk.pl/mod/assign/view.php?id=294873|Zadanie 4]]\\
GitHub: [[https://github.com/IS-UMK/wdm_lab_04/blob/master/|wdm_lab_04]]

Lab. 5 [[https://github.com/IS-UMK/wdm_lab_05/blob/master/05_regresja.ipynb|Regresja]] \\  [[https://colab.research.google.com/github/IS-UMK/wdm_lab_05/blob/master/05_regresja.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]]  \\ Moodle: [[https://moodle.umk.pl/mod/assign/view.php?id=295655|Zadanie 5]]\\
GitHub: [[https://github.com/IS-UMK/wdm_24_lab_05/blob/master/|wdm_lab_05]]

Lab. 6 [[https://github.com/IS-UMK/wdm_lab_06/blob/master/06_Klasyfikacja.ipynb|Klasyfikacja]] \\  [[https://colab.research.google.com/github/IS-UMK/wdm_lab_06/blob/master/06_Klasyfikacja.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] \\ Moodle: [[https://moodle.umk.pl/mod/assign/view.php?id=296334|Zadanie 6]]\\
GitHub: [[https://github.com/IS-UMK/wdm_lab_06/blob/master/|wdm_lab_06]]

Lab. 7 [[https://github.com/IS-UMK/wdm_lab_07/blob/master/07_cv.ipynb|Ocena klasyfikacji]] \\ [[https://colab.research.google.com/github/IS-UMK/wdm_lab_07/blob/master/07_cv.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] \\ Moodle: [[https://moodle.umk.pl/mod/assign/view.php?id=297206|Zadanie 7]]\\
GitHub: [[https://github.com/IS-UMK/wdm_lab_07/blob/master/|wdm_lab_07]]

Lab. 8 [[https://github.com/IS-UMK/wdm_lab_08/blob/master/08_klasteryzacja.ipynb|Analiza skupień]] \\ [[https://colab.research.google.com/github/IS-UMK/wdm_lab_08/blob/master/08_klasteryzacja.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] \\ Moodle: [[https://moodle.umk.pl/mod/assign/view.php?id=297573|Zadanie 8]]\\
GitHub: [[https://github.com/IS-UMK/wdm_lab_08/blob/master/|wdm_lab_08]]

Lab. 9 [[https://github.com/IS-UMK/wdm_lab_09/blob/master/09_text_mining.ipynb|Analiza tesktu]] \\ [[https://colab.research.google.com/github/IS-UMK/wdm_lab_09/blob/master/09_text_mining.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]]  \\ Moodle: [[https://moodle.umk.pl/mod/assign/view.php?id=298315|Zadanie 9]]\\
GitHub: [[https://github.com/IS-UMK/wdm_lab_09/blob/master/|wdm_lab_09]]

Lab. 10 [[https://github.com/IS-UMK/wdm_lab_10/blob/master/10_pca.ipynb|Redukcja wymiarowości]] \\ [[https://colab.research.google.com/github/IS-UMK/wdm_24_lab_10/blob/master/10_pca.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]]
 \\ Moodle: [[https://moodle.umk.pl/mod/assign/view.php?id=299689|Zadanie 10]]\\
GitHub: [[https://github.com/IS-UMK/wdm_24_lab_10/blob/master/|wdm_lab_10]]