Convolutional neural network (CNN) The history of convolutional neural network concept started in previous century, but it is still very much relevant as it is being used it nowadays networks too. It is also the reason interviewers like to ask questions about it. …

In a field of Machine Learning we always need to work with data. Open datasets are a good way to check concepts or ideas or to learn. Knowing the datasets popular networks were trained on can also be helpful. There are lots of them for each type of task. …

On technical interviews, especially for all the software engineer kind of roles, you often get to solve various algorithmic tasks. Whether it is a home test assignment or online coding with an interviewer it can be uncomfortable, especially if we do not practice for them often. To deal with them…

As promised in previous articles: introducing the Easy Tech Interview Preparation — Telegram bot with notes for tech interviews. Some of my friends used “Saved Messages” chat to keep their interview prep materials there. Personally I do not think it is convenient, there are tools like Notion which suits much…

Machine Learning and Data Science interviews can be tough — it is undoubtedly hard to keep all the information about the field, algorithms and newest research papers in the head, and the questions vary from one interview to another. For this reason I have gathered some notes for easier interview…

This article is not a medical advice, it only contains some observations and gathers the things that helped me fight anxiety and panic attacks problem. For a couple years now, news and the world situation in common do not bring much happiness. …