Essential Reads on AI Trends for 2025

This year, I am focusing on the intersection of AI, Machine Learning, and Neuroscience, aiming to deepen my understanding of both natural and artificial cognition. I’m considering a Master’s in AI/Neuroscience and have compiled a list of highly-cited books and textbooks from leading universities to guide my learning. Given the overwhelming amount of research papers, I’ve opted to prioritize foundational texts over recent papers. I recommend starting with accessible books to grasp the big picture and then transitioning to textbooks that introduce technical concepts with minimal prerequisites. For those comfortable with basic math and programming, more advanced readings can deepen their knowledge. I also emphasize hands-on coding experience using popular AI frameworks, suggesting beginner projects like tinygrad and MLX. A solid foundation in these areas could make one highly employable in the industry. Feel free to reach out for questions or suggestions. Happy learning!

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