AI for Code and Science - A Neurosymbolic Programming Approach
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore the cutting-edge field of AI for code and science in this 43-minute tutorial session. Delve into the intersection of machine learning, programming languages, and software engineering, with a focus on blending symbolic and neural techniques. Learn about neurosymbolic programming and its applications in chemistry, physics, code repair, and neuroscience. Gain practical experience with artificial intelligence tools for developing scientific code. Discover the importance of interpretability in science and how scientific knowledge can be represented as code. Examine the neurosymbolic programming pipeline and its technical aspects. Participate in hands-on sessions covering molecular generation, symbolic regression for orbital mechanics, program repair, and coding for neuroscience. Engage in group discussions and explore how computing can help us understand the world through code.