When creating web bots or web scrapers, very often you come across obstacles of any kind and moreover, with time, they become more and more creative, difficult and complex.

The well-known Google — reCAPTCHA v3 are a very familiar problem, which is a big barrier for many.
There are of course some providers that solve such reCAPTCHA v3 for you by sending them through an, API provided by them and in the end you get the solution.
There are fully automated, people integrated and also hybrid solutions.

However, in this article I would like to provide you a fully automated…


By now, everyone who wants to get started in Data Science knows the requirements and what you have to learn.

The most difficult part is knowing which resources to use. Because some have a technical background and some do not. Some have a degree and some don’t.

In this article I would like to give you my personal recommendations on the respective topics in Data Science.
I have read several books and taken online courses and was able to compare in practice which ones helped me more and which ones helped me less. …


Heroku — Logo and a spider with Selenium — Library Logo
Heroku — Logo and a spider with Selenium — Library Logo

Anyone who starts with web scraping gets to the point where they don’t want to run it on their computer anymore, but on a cloud and if possible for free.

Deploying web scrapers on Heroku is not that difficult.
However, if you want to do this in combination with Selenium, there are a few things to consider.

In this article, I will explain everything in a bit more detail, because I am aware that some of the readers are beginners.

Web Scraper — Example

For the illustration purposes I created a small web scraper. …

Romik Kelesh

Machine Learning | Full Stack | Computer Scientist | Economist

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