Data Science

This is a guest blog post by Adrian Boguszewski, author of OpenCV Image Viewer Plugin. The average programmer makes 70 errors per 1,000 lines of code and spends 75% of their time on debugging (source). In computer vision (CV), this process may involve not only fixing the code but also checking th…

Data science has been the hottest thing for a while now, but it still continues to be a major talking point even today. In fact, according to the U.S. Bureau of Labor Statistics, it’s estimated that around 11.5 million data science jobs will be generated by 2026. We decided to look further into h…

Sooner or later in your data science journey, you’ll hit a point where you need to get data from a database. However, making the leap from reading a locally-stored CSV file into pandas to connecting to and querying databases can be a daunting task. In the first of a series of blog posts, we’ll explo…

Making mistakes in your code is a pain, and debugging in Jupyter notebooks can get messy. While Jupyter helpfully displays the full Python traceback, which highlights the lines that have failed, working out exactly what caused the issue in your code can be tricky. I usually end up pulling my code ap…

This year saw the premier of the first ever PyCon Portugal! With DjangoCon Europe being hosted in Porto this year, the organizers took the opportunity to piggyback off of this conference and set up a PyCon in this beautiful country. I was lucky enough to be selected as one of the speakers, and it wa…

Read an interview with Adam Symington, author of the PythonMaps project, concerning geospatial data visualization and the Python tools used in it.

DataSpell 2022.1 EAP 2 is now available, and you can try the newly added features right away. Get the latest version using the ToolBox App by clicking Update – this will update your existing installation. You can also download the new EAP as a standalone version using this button: DOWNLOAD DATASP…

DataSpell 2022.1 EAP 1 is open, and we invite you to be among the first to try the freshly added features! Getting the newest version is easy – just click Check for Updates if you’re using the Toolbox App. Alternatively, you can download the new build using this button: DOWNLOAD DATASPELL 2022.1 …

DataSpell is a new IDE by JetBrains designed specifically for those involved in exploratory data analysis and prototyping ML models. DataSpell combines the interactivity of Jupyter notebooks with the intelligent Python and R coding assistance of PyCharm in one ergonomic environment.