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Course Page: coursedescription.institute.edu Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum...

Course Page: coursedescription.institute.edu Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum...

Course Page: coursedescription.institute.edu Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum...

Course Page: coursedescription.institute.edu Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum...

The course examines the philosophical and technological developments around Transhumanism and Posthumanism. Students will engage with futurist theories, bioethics, and the potential impacts of advancements such as genetic engineering, neuroenhancement, and artificial intelligence. Through...

Analysis of various optimization methods and their application in training common machine learning models. Gradient descent, line search, Newton’s method, and their implementation in standard PyTorch optim interface. Specific topics include: quasi-Newton method, (stochastic) gradient descent, and momentum. Coding these methods using the optimizer class interface in PyTorch, and competing on Kaggle with your classmates.

This course studies modern methods of applied mathematics suitable for first-year graduate students in Mathematics and Applied Mathematics, such as Fourier analysis and the spectral theory of compact operators. These methods, which are often regarded as belonging to the realm of functional analysis, have been motivated most specifically in connection with the study of ordinary differential equations, partial differential equations, and integral equations.

As artificial intelligence and robotics become increasingly prevalent in our society, so does the need for understanding the ethical implications. This course will delve into concepts such as machine autonomy, AI rights, algorithmic bias, and the responsibility of AI creators. Students will evaluate...

The course examines the philosophical and technological developments around Transhumanism and Posthumanism. Students will engage with futurist theories, bioethics, and the potential impacts of advancements such as genetic engineering, neuroenhancement, and artificial intelligence. Through...