Recently Hugging Face released a new toolbox for diffuser. This toolbox will allow researchers and developers to develop and train their own diffusion model. That’s why I decided to write this blogpost to explain basics of Diffusion Models and why they’re so awesome. So let’s dive into this! 🤗 What…

Hello everyone! Today I will show how you can scrape data about job postings from the popular job searching platform Indeed.com. We will use Python and its libraries Requests and Beautiful Soup. First, let’s take at the web page we would like to scrape data from. If you search job…

Python is one of the best languages you can learn to start stock trading. But one of the main thing that any traders need is real-time stock data which can be difficult to find. There’re a lot of free and paid APIs out there with their own pros and cons…

Once in a while every data scientist needs some inspiration. Or maybe you just want to learn new things or to see what’s going on in the awesome field called Machine Learning. On Github there’s a lot of brilliant and well crafted ML repos. …

I think math is the most underrated part of Data Science. Everyone is talking about coding and algorithms yet the math gets a little attention. But, in my opinion, it’s not just necessary to be familliar with math if you want to become a Data Scientist but math behind ML…

When I started my Data Science journey the first thing I wanted to do was to create something with the all of my newly learned knowledge. But I was so fed up with this Iris dataset kind of stuff. In my opinion, Iris is a really good dataset for newbies…

Recently I have graduated from university. If you think that college completion is the hardest thing ever just wait until you will be searching for a job. Especially in the pandemics job market. My story The problem with me was the abscence of a Computer Science degree. My major in college was…

Logistic Regression is a machine learning algorithm that despite of its name is used for classification tasks. Most useful logistic regression application is prediction of whether something is belonging to some class. For example, apple is fruit, Lexus is car, Lady Gaga is singer. …