I'm writing a paper about modern Deep Learning Architectures. In a process of experimentation, I was writing specifically how much faster is GPU than a CPU. My configuration was quite good (I know you all have TITAN V at your disposal, but still): GeForce GTX 1070 Ti (8Gb), Intel® Xeon® Processor E5-2630 v4 I was … Continue reading Slow PyTorch CPU performance.
After couple hours of trying to implement Convolutional Neural Network, I've changed my goal. I got back to Coursera and began to continue learning the basics of neural nets. I'm already at the second week of Neural Networks and Deep Learning. My plan is to finish this course until the end of this week. Following courses … Continue reading  Back to basics
Today I've spent my day in work and after work on travel to my hometown. During train commute, I've read a lot about machine learning trivia. But... I've planned this whole week on implementation Convolutional Neural Network in Python with NumPy. Well, it was not so trivial after all, I learned that Siraj videos are … Continue reading  ConvNet implementation
Yesterday I was finishing my paper in today's Masters' seminar. I was supposed to present Convolutional Neural Networks from the architectural point of view. As it turned out (as always with my thesis supervisor) I am now pivoting to very detailed, mathematical explanation of every operation in ConvNets (short for Convolutional Neural Networks). So several … Continue reading  Paper on Master’s seminar
My number one resource, for now, is Deep learning specialization by Andrew Ng. It is a bottom-up approach. Andrew explains math standing behind algorithms very well. He doesn't throw formulas at students, he explains them in a friendly manner, just to get intuition. These courses cost $49 per month. I've got a scholarship for 180 … Continue reading  Learning Resources
I've decided to publish my progress with becoming a Machine Learning Engineer. Currently, I'm a software developer with little more than a year of commercial experience. I've finished my engineering degree at the beginning of the 2017 year. Maybe I will share details about myself in near future (you can stalk me if you want). I decided … Continue reading  ¡Hola! I follow the crowd with the HYPE!