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- pandas
- on-pandas-cheat-sheet|Pandas Cheat Sheet for Data Science in Python]] ===== Applications, exemples ===== ... , statsmodels, sklearn]] * [[https://towardsdatascience.com/adding-regression-lines-to-pandas-plots-with-... /pandasgui|PandasGUI]] * [[https://towardsdatascience.com/pandasgui-analyzing-pandas-dataframes-with-a-... ython_pandas/index.htm]] * [[https://towardsdatascience.com/top-4-repositories-on-github-to-learn-pandas-
- matplotlib_simple
- fférences pyplot comme ici : [[https://towardsdatascience.com/5-quick-facts-about-python-matplotlib-53f23ea... ===== Animations ===== * [[https://towardsdatascience.com/animations-with-matplotlib-d96375c5442c|Animations with Matplotlib]] * [[https://towardsdatascience.com/the-simplest-way-of-making-gifs-and-math-vide... lib: Configurations and Stylesheets | Python Data Science Handbook]] * [[https://matplotlib.org/3.2.1/gal
- notions_fondamentales
- seule ligne de code. //Cf.// [[https://towardsdatascience.com/python-if-else-statement-in-one-line-ternary-... Zhou, Medium, 03/05/2021 * [[https://towardsdatascience.com/the-art-of-speeding-up-python-loop-4970715717... Python Loop]] Casey Cheng, Oct 2022, Towards Data Science ---- ===== Principaux types de données ===== ... st plus adaptée que "+" (cf. [[https://towardsdatascience.com/do-not-use-to-join-strings-in-python-f8990830
- plotly_simple
- ython Notebook Gallery]] * [[https://towardsdatascience.com/the-next-level-of-data-visualization-in-pytho... isualization in Python]] * [[https://towardsdatascience.com/recreating-gapminder-animation-in-2-lines-of-... to the profile of AMR]] * [[https://towardsdatascience.com/pythons-one-liner-graph-creation-library-with... ing-style-f2cb50490396]] * [[https://towardsdatascience.com/plotting-with-python-c2561b8c0f1f]] * [[htt
- epidemie_coronavirus
- lations existantes ===== * [[https://towardsdatascience.com/understanding-the-coronavirus-epidemic-data-4... ding the Coronavirus Epidemic Data - Towards Data Science]] * [[https://github.com/BlankerL/DXY-COVID-19-... COVID-19-Data · GitHub]] * [[https://towardsdatascience.com/behind-the-coronavirus-mortality-rate-4501ef3... ind the Coronavirus Mortality Rate - Towards Data Science]] * [[https://art-bd.shinyapps.io/nCov_control/
- ppoo
- g/]] * Vulgarisation * [[https://towardsdatascience.com/how-i-explain-oop-to-a-data-scientist-in-5-mi... if, Medium, 25/09/2019 * [[https://towardsdatascience.com/the-most-important-python-concept-that-you-ne... en, Medium, 13/07/2020 * [[https://towardsdatascience.com/object-oriented-programming-in-python-what-an... ? | by Arafath Hossain | Mar, 2022 | Towards Data Science]] * [[https://towardsdatascience.com/oop-in-p
- notions_avancees
- duce, lambda, pipe ===== * [[https://towardsdatascience.com/write-clean-python-code-using-pipes-1239a0f3a... an, medium, october 2021 * [[https://towardsdatascience.com/comparing-list-comprehensions-vs-built-in-fun... rs ===== * module os * [[https://towardsdatascience.com/8-must-know-file-system-operations-in-python-... rg/3/library/os.html]] * [[https://towardsdatascience.com/10-python-file-system-methods-you-should-know
- jupyter
- no: Jupyter (IPython); How a notebook is changing science]] * [[https://www.youtube.com/watch?v=2ygyAgYLG... s : * Matplotlib * [[https://towardsdatascience.com/how-to-produce-interactive-matplotlib-plots-i... )]] * Articles : * [[https://towardsdatascience.com/interactive-graphs-in-python-830b1e6c197f|Int... nd Jupyter Notebooks]] * [[https://towardsdatascience.com/create-a-simple-app-quickly-using-jupyter-not
- progappchim
- tps://www.whitehouse.gov/blog/2016/01/30/computer-science-all|Computer Science For All]] (President Obama in his 2016 State of the Union Address) ===== Notions de ... w.data.gov/]] (et pages spécialisées, incluant la science et la recherche) * Secteurs spécifiques * [... D. * //Cf.// par exemple [[https://towardsdatascience.com/quantum-physics-visualization-with-python-35d
- bokeh_simple
- ored by melting point)]] * [[https://towardsdatascience.com/beautiful-and-easy-plotting-in-python-pandas-... Attracteur de Lorenz]] * [[https://towardsdatascience.com/draw-beautiful-and-interactive-line-charts-us... p, Medium FIXME : ... * [[https://towardsdatascience.com/data-visualization-with-bokeh-in-python-part-... our visualization game]] * [[https://towardsdatascience.com/data-visualization-with-bokeh-in-python-part-
- trucs_astuces
- ner deux dictionnaires]] * [[https://towardsdatascience.com/30-python-best-practices-tips-and-tricks-caef... ando, Medium, 24/03/2022 * [[https://towardsdatascience.com/9-one-liners-anyone-learning-python-should-kn... upta, Medium, 05/09/2022 * [[https://towardsdatascience.com/20-newbie-mistakes-that-even-skilled-python-p... ammers Make]] Avi Chawla, 05/10/2022 Towards Data Science * [[https://stackoverflow.blog/2021/12/23/best-
- numpy_simple
- of NumPy]] * [[https://medium.com/towards-data-science/two-cool-features-of-python-numpy-mutating-by-sli... ises for Data Analysis]] * [[https://towardsdatascience.com/numpy-python-made-efficient-f82a2d84b6f7|Nump... Références avancées ==== * [[https://towardsdatascience.com/advanced-numpy-master-stride-tricks-with-25-i
- altair_simple
- ualizations - DataCamp]] * [[https://towardsdatascience.com/python-interactive-data-visualization-with-al... ive Data Visualization with Altair - Towards Data Science]] * Stackoverflow * [[https://stackoverflow
- print_format
- i, Medium, Dec 3, 2020 * [[https://towardsdatascience.com/4-tips-to-master-python-f-strings-a70ca896faa... s Guide to f-Strings]] * [[https://towardsdatascience.com/python-f-strings-are-more-powerful-than-you-m
- algos_divers
- ction du réseau routier) * [[https://towardsdatascience.com/solving-travelling-salesperson-problems-with-