Data Science

And the beginning of cooler things. — The first time I used ChatGPT, it blew up my mind. I couldn’t believe this AI-powered chatbot could write code in many languages, debug code, translate code from one programming language to another, write scripts from scratch, etc. Although I doubt ChatGPT can ever replace a software engineer or developer…

Accurate Uncertainty Quantification with MAPIE and TSPIRAL — When carrying out a time series forecasting task we are used to developing solutions that produce point-wise estimations of future observations. That’s correct and, if properly validated, they may positively impact business results. Is it possible to do better? Can we provide more detailed forecasts by simply adding further information?

Let’s explore one of the coolest Python libraries for data analysis — A few months ago, I wrote a blog about Mito, a handy Python library with a graphic user interface (GUI), turning data analysis just as easy as working with Microsoft Excel. For those who are learning Python or work with it daily, it’s a helpful tool. However, in my first…

ChatGPT can make the life of anyone who works with data easier. — ChatGPT can do many cool things. One of them is writing code. You only need to give the right instruction and ChatGPT will do the job for you. …

There are many less-known Python magic methods—let’s find out what they do and how we can use them in our code — Python’s magic methods — also known as dunder (double underscore) methods — can be used to implement a lot of cool things. Most of the time we use them for simple stuff, such as constructors (__init__), string representation (__str__, __repr__) or arithmetic operators (__add__/__mul__). …

In recent months, the rise of AI art generators has been nothing short of meteoric. These creative tools keep getting better and better at a rate that is hard to keep up with. Now, with Dreambooth, you can use your own photos to make these AI models even more personalized. What Is DreamBooth? …