Many deep learning frameworks have been released over the past few years. Among them, PyTorch from Facebook AI Research is very unique and has gained widespread adoption because of its elegance…
Data science, also known as data-driven decision, is an interdisciplinery field about scientific methods, process and systems to extract knowledge from data in various forms, and take descision based on this knowledge. A data scientist should not only be evaluated only on his/her knowledge on mahine learning, but he/she should also have good expertise on statistics. I will try to start from very basics of data science and then slowly move to expert level. So let’s get started.
I’ve been a TensorFlow user for the better part of my Deep Learning work. However, when I joined NVIDIA, we decided to switch to PyTorch — just as a test. These are my experiences with it. The…
In the second part of our "A Mathless Guide to Neural Networks," we’ll take a look at why high-quality, labeled data is so important, where it comes from,..
The last decade has marked a profound change in how we perceive and talk about Artificial Intelligence. The concept of learning, once confined in the corner of AI, has now become so important some…