Python-bloggers

Ignite your passion and propel your career at ShinyConf 2024, online from the 17th to the 19th of April! This isn’t just another conference; it’s an opportunity to stay ahead of the curve. Dive into workshops, seminars, and sessions that push your abilities. Master foundational concepts or explore advanced ...

Conformalized predictive simulations for LSBoostRegressor, a gradient boosting algorithm for penalized nonlinear least squares.

One of the greatest wins for Excel users learning Python is access to a comprehensive suite of data visualization tools. However, compared to Excel, the default plots produced with Python in Excel can seem somewhat static. For example, there’s no straightforward way to add tooltips or interactive elements that ...

Monte Carlo simulations leverage probability and randomness to simulate processes multiple times, exploring a wide range of possible outcomes. This approach can illuminate the inherent uncertainty and variability in business processes and outcomes. Integrating Python’s capabilities for Monte Carlo simulations into Excel enables the modeling of complex scenarios, from ...

Git best practices are essential for developers looking to manage their projects efficiently. In this article, we’ll dive into the key techniques that can transform your version control workflow, ensuring you leverage Git to its full potential for improved productivity and collaboration.‍ We already introduced you to Git and ...

If you’re looking to take your R data visualization skills to the next level, interactivity is the name of the game. There aren’t too many packages that offer it out of the box, but you don’t need quantity if you have quality. Highcharts is among the most ...

With ShinyConf 2024 just around the corner, first-time attendees may find themselves grappling with a mix of excitement and uncertainty. Fear not! This comprehensive guide aims to equip you with the tools and knowledge you need to prepare, thrive, and make the most out of your ShinyConf experience. Curious about what’...

Crafting compelling narratives often depends on presenting insights clearly and effectively. This skill is key for data science. For users of R’s {gt} package, it has provided a powerful and flexible way to create publication-quality tables in Quarto reports or Shiny apps such as clinical trial reports, research documents, ...

Machine learning with uncertainty quantification and interpretatbility