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Safa's Projects

awesome-ai-alignment icon awesome-ai-alignment

A curated list of awesome resources for getting-started-with and staying-in-touch-with Artificial Intelligence Alignment research.

distributed-systems-id2201 icon distributed-systems-id2201

The course covers fundamental models for distributed systems, inter process communication and how to handle synchronization, consistency, replication, fault tolerance and security in a distributed system. The course consist of a series of lectures and seminars that include practical assignments.

linear-algebra icon linear-algebra

Vectors, matrices, linear equations, Gaussian elimination, vector geometry with dot product and vector product, determinants, vector spaces, linear independence, bases, change of basis, linear transformations, the least-squares method, eigenvalues, eigenvectors, quadratic forms, orthogonality, inner-product space, Gram-Schmidt's method.

scalable-machine-learning-and-deep-learning-id2223 icon scalable-machine-learning-and-deep-learning-id2223

The course studies fundamentals of distributed machine learning algorithms and the fundamentals of deep learning. We will cover the basics of machine learning and introduce techniques and systems that enable machine learning algorithms to be efficiently parallelized.

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