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"The course offers a comprehensive overview of generative AI, including foundational concepts, key developments in the field, and practical applications. We saw an opportunity to combine Udacity’s educational expertise, AWS’s technological innovations, and Vocareum’s robust platform to create an unparalleled learning experience."

"From my perspective, just being able to depend on Vocareum and being confident that we have support whenever we need it is the main thing."

"Vocareum, and transitioning to auto-grading, made a huge impact. My courses have peculiar features: ready-made solutions don’t tend to satisfy my unique needs. Vocareum allows me and my teaching assistants to use our own home-grown autograders by easily integrating them with the platform."

"GPUs have become essential for machine learning training. We use them to demonstrate their speed advantage over CPUs for handling large training sets. Students run models on both CPU and GPU to compare performance. For this, we rely on Vocareum for its straightforward access to GPU resources."