How I built a Magic Formula value investing pipeline using Python, Medallion Architecture, and DuckDB, with a 16-year backtest.
· 20 min read · Quant, Investing, Magic formula, Python, Medallion architecture, Pydantic, Optuna, ETL, Strategy, Backtesting
Data analysis doesn’t always have to be intimidating. By leveraging powerful Python libraries and Google Colab’s user-friendly platform, you can dive into …
· 7 min read · Python, Pandas, Nltk, Sentiment, Data analysis
In this post, we learn the basics of data manipulation in Python. We’ll use the following: Regular Expressions Numpy Pandas Regular Expression Let’s start …
· 4 min read · Python, Numpy, Pandas, Regex, Data science, Mads
In Data Science, understanding some math is essential. Let’s review some essential math methods in Python grouped in: Basics Linear Algebra Probability Statistics …
· 5 min read · Python, Numpy, Math, Linear algebra, Probability, Statistics, Data science, Mads