As a prospective student, I'm interested in the 'Practical Deep Learning for Coders' course. Can you tell me what the course primarily teaches, the approximate length of each lesson, whether I need special computer hardware/software or advanced math, and where I can find testimonials about the course and its associated book?
Navigate to 'https://course.fast.ai/'. Identify the core topics taught in the 'Practical Deep Learning for Coders' course. Find the estimated duration of each lesson. Determine if any special hardware, software, or university-level math is required for the course. Locate and click on the 'dozens of testimonials' link to navigate to the testimonials page. Confirm that testimonials for both the book and the course are present on the testimonials page.
The agent successfully navigates to 'https://course.fast.ai/'. The agent states that the course teaches how to build and train deep learning models for computer vision, natural language processing, tabular analysis, and collaborative filtering problems; how to create random forests and regression models; how to deploy models; and how to use PyTorch, fastai, and Hugging Face. The agent states that each lesson is around 90 minutes long. The agent confirms that no special hardware or software is needed (as free resources are shown), and no university math is required (as necessary calculus and linear algebra are taught during the course). The agent successfully navigates to the testimonials page (https://course.fast.ai/Resources/testimonials.html). The agent confirms the presence of testimonials for both the 'Praise for the book' and 'Praise for the course' sections on the testimonials page.