education –
Jupyter Notebooks are quickly becoming de facto standard for sharing code in AI, ML and Data Science. They are also extremely effective tool in education, allowing authors to mix text content with executable code. In this post, I will cover different ways to run Jupyter Notebooks that you come across, without a need to install complete Python environment on your machine. Read More ›
education –
Jupyter Notebooks становятся стандартом де факто для программирования в области ИИ, машинного обучения и Data Science. Они также очень эффективны в обучении, используя принцип литературного программирования для сочетания в одном документе программного кода и его описания. В этой статье я опишу несколько способов запуска Jupyter Notebooks, как локально на вашем компьютере, так и в облаке. Read More ›
education – Education
Deep Learning is one of the most popular topics amongst both students and software developers. We have recently released a learning path on Microsoft Learn that will help you get started with Deep Learning, based on one of the most popular frameworks: PyTorch. Read More ›
science – Science
GitHub is well-known as a platform where software developers host their code and collaborate with their teams on a project. In this article, we'll show you how you can use the GitHub model to do the same thing and collaborate seamlessly on your research papers. Read More ›
science – Science
Since the beginning of COVID pandemic more than a year ago, there have been more than 400000 scientific papers published on the subject. A human researcher cannot possibly get acquainted with such a huge text corpus - and therefore some help from AI is highly needed. In this post, we will show how we can extract some knowledge from scientific papers, gain insights, and build a tool to help researcher navigate the paper collection in a meaningful way. Read More ›