PinnedEryk LewinsoninTowards Data ScienceExplaining Feature Importance by example of a Random ForestLearn the most popular methods of determining feature importance in PythonFeb 11, 201914Feb 11, 201914
Eryk LewinsoninTowards AITop Data Validation Tools for Machine LearningDiscover Python tools that can catch any issues with your data!Jun 71Jun 71
Eryk LewinsoninLevel Up CodingPortfolio Optimization in Python 101 — PyPortfolioOpt editionLearn how to solve an asset allocation problem in a few lines of codeMay 21May 21
Eryk LewinsoninLevel Up CodingPortfolio Optimization in Python 101 — SciPy editionLearn how to solve an asset allocation problem using mean-variance optimizationMay 5May 5
Eryk LewinsoninTowards AI7 Best Machine Learning Workflow and Pipeline Orchestration ToolsExplore tools like Airflow, Prefect, Kedro, ZenML, and more!Apr 28Apr 28
Eryk LewinsoninTowards Data ScienceHow to Keep on Developing as a Data ScientistA few practical tips on how to keep on learning during your daily jobApr 25Apr 25
Eryk LewinsoninLevel Up CodingEvaluating Trading Strategies with Python 101Learn how to evaluate trading strategies with as little as one line of code!Apr 242Apr 242
Eryk LewinsoninTowards Data ScienceExperiment Tracking & Hyperparameter Tuning: Organize Your Trials with DVCLearn how to avoid getting lost with all the experiments while tuning your model’s hyperparametersMar 14Mar 14
Eryk LewinsoninTowards Data ScienceUse Rust’s Speed to Install Python Libraries Up to 100 Times FasterA Quick Overview of uv — The New Kid on the Block of Python Package ManagersMar 75Mar 75
Eryk LewinsoninLevel Up CodingTechnical Analysis with Python 101Learn how to easily calculate technical indicators using TA-Lib — a battle-tested Python libraryFeb 27Feb 27