Machine Learning

Another area of my interest. Neural nets, math under the hood. It's all here. Similar to the algorithms section, I strive for articles simplicity. As full-time ML engineer, I try to find something interesting and useful for you

Machine Learning

Simple Ways to Speed Up Your PyTorch Model Training

If all machine learning engineers want one thing, it's faster model training — maybe after good test metrics.

6 months ago • 12 min read

Code

I Contributed to PyTorch. Here's What I Learned

When you see something that does not work in an omnipresent framework, you believe it can't be completely broken, right?

2 years ago • 3 min read

Machine Learning

My Experience On AI Stock Prediction

What It’s All About? Probably, you found this post while searching for methods of stock prediction. Spoiler: in this article, I will not introduce a fascinating model that will make a lot of money for you. On the contrary, I want to focus on the wrong approaches and techniques

4 years ago • 2 min read

Machine Learning

How Deep Neural Networks Work

Here, I combine the explanation of Neural Nets with coding. By the end, we will develop a basic neural network and try to solve usual problems

5 years ago • 8 min read