Piotr PłońskiBuild a Data Science Portfolio from Jupyter Notebooks & PublishData Science is a hot topic. Why? Because of the money! According to PayScale (an American compensation website), the average base salary…Mar 30, 20221Mar 30, 20221
Piotr PłońskiinTowards Data ScienceInteractive Dashboard from Jupyter Notebook with Mercury frameworkYou have just prepared your Jupyter notebook with the analysis. Congratulations!🎉 You would like to share your results and findings with…Feb 15, 20223Feb 15, 20223
Piotr PłońskiMercury — Convert Jupyter Notebook to a web app by adding YAML headerYou have a Jupyter notebook with your analysis ready and would like to share it with others. Unfortunately, your friends are not…Jan 22, 20222Jan 22, 20222
Piotr PłońskiinTowards Data ScienceCompare popular AutoML frameworks on 10 tabular Kaggle competitionsHave you ever lost your evening juggling different Machine Learning algorithms and packages? Switching hyperparameters values and trying…Feb 18, 20213Feb 18, 20213
Piotr Płońskimljar-supervised 0.4.1 releasedThere is a new release of mljar-supervised!Jul 2, 2020Jul 2, 2020
Piotr PłońskiinTowards Data ScienceThe 3 Ways To Compute Feature Importance in the Random ForestThe feature importance describes which features are relevant. It can help with a better understanding of the solved problem and sometimes…Jun 29, 2020Jun 29, 2020
Piotr Płońskimljar-supervised: AutoML with explanations and markdown reportsThe mljar-supervised is an open-source Automated Machine Learning (AutoML) python package available at MIT license.May 13, 2020May 13, 2020
Piotr PłońskiDeploy Machine Learning with DjangoI’ve created tutorial that shows how to create web service in Python and Django to serve multiple Machine Learning models. It is different…Nov 7, 2019Nov 7, 2019
Piotr PłońskiAutomatic Machine Learning is brokenAutomatic Machine Learning (AutoML) according to Wikipedia: is automating the end-to-end process of applying machine learning to…Jan 30, 2019Jan 30, 2019
Piotr PłońskiUndervalued tokens — how to find them?It is hard to have exact formula of token undervaluation. We come with two approaches:Apr 18, 20181Apr 18, 20181