DeepSeek-R1 : how to build reasoning models with GRPO

PyImageSearch University offers an online training program dedicated to computer vision and deep learning, and provides access to more than 500 tutorials published on the PyImageSearch blog. According to the presentation page, you only need to enter your email address to learn more.

The resources offered

According to the page, participants receive access to the code, datasets, and pre‑trained models for all tutorials. The code is described as well documented, with line‑by‑line explanations. The Jupyter Notebooks, interactive documents that combine code and text, are pre‑configured for Google Colab, a service that allows code to be run directly in the browser, without local installation.

The program lists compatibility with Windows, macOS, Linux and Raspbian. It also includes detailed videos for each lesson, course completion certificates, and new courses added each month, according to the page.

A testimonial

The page reproduces the testimonial of Sanyam Bhutani, Machine Learning Engineer and 2x Kaggle Master. He describes PyImageSearch University as “truly the best master in computer vision” he would have wanted to have when starting out. He highlights the ability to view all of Adrian’s tutorials on a single indexed page, and to start working with the code “without going through the nightmare of configuring the entire environment.”