Gustavo Santos

Use Markdown to quickly create a beautiful documentation page for your projects Gustavo Santos · Follow Published in Towards Data Science · 8 min read · 8 hours ago — Image created with DALL·E by OpenAI. https://openai.com. MkDocs in Python. Introduction Project documentation is necessary. Very necessary, I would emphasize. At the beginning of my career, I learned the hard way that a project must be documented. Let’s go back in time — to the

An end-to-end project using the CRISP-DM framework Gustavo Santos · Follow Published in Towards Data Science · 22 min read · 11 hours ago — Image created by AI. OpenAI. CRISP-DM Project Lifecycle Framework for Data Science. DALL-E, 2024. Introduction CRISP-DM stands for Cross-Industry Standard Process for Data Mining, a data mining framework open to anyone who wants to use it. Its first version was created by SPSS, Daimler-Benz and NCR. Then, a group of

Learn how to manage different environments for your Python projects Gustavo Santos · Follow Published in Towards Data Science · 5 min read · 2 hours ago — Photo by jesse orrico on Unsplash Introduction Creating Data Science projects can be pretty straightforward. With the numerous resources available these days, it’s just a matter of choosing a development tool and kicking off your project. Documentation is also easily available, in addition to several AI bots

Use Python’s statistical visualization library Seaborn to level up your analysis. Gustavo Santos · Follow Published in Towards Data Science · 7 min read · 12 hours ago — Photo by ANIRUDH on Unsplash Introduction Seaborn has been around for a long time. I bet it is one of the most known and used libraries for data visualization because it is beginner friendly, enabling…