5+5=15 Deep Learning resources for beginners and beyond -- 2023 edition

Deep Learning is one of the cornerstones of modern Artificial Intelligence advancements. The increasingly powerful computation machines called GPUs have made it possible to build vision and language models that in some (a lot) instances outperform humans. The free availability of GPU resources in the cloud has democratised (a little bit) the access to this technological revolution of our days and has bestowed upon everyone the power to develop systems that solve daily problems, enhance their business capabilities or even nurture one's soul by creating fantastic pieces of art. Language models such as GPT-3 and BERT, diffusion models such as DALL-E and computer vision models such as Visual Transformers have really had a huge impact in the field demonstrating the immense possibilities of AI and specifically Deep Learning. No doubt Deep Learning is one of the hottest topics in AI right now.