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Growing up to become a world-class AI expert

Practical AI

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Navigating Faculty Life and the Intricacies of Tensors

This chapter discusses the challenges of transitioning into faculty life while diving into complex topics such as probabilistic models and latent variable estimation. It highlights the significance of tensors in machine learning and deep learning, emphasizing their role in improving data processing and network accuracy. The conversation also reflects on the evolution of deep learning techniques, the importance of non-convex optimization, and the speaker's experience at Microsoft Research.

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