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Andrej Karpathy Course. Convolutional neural networks for visual recognition. I like to train large deep neural nets 🧠🤖💥

Andrej Karpathy’s Talk LearningDeepLearning
Andrej Karpathy’s Talk LearningDeepLearning from patrick-llgc.github.io

Andrej karpathy was first exposed to ai as a student in geoffrey hinton's class at the university of toronto. Director of ai at tesla, leading the autopilot vision team. If you aspire to become a technical leader who can set the direction for an ai team, this course provides the industry experience that you might otherwise get only after years of ml work experience.

Andrej Karpathy’s Talk LearningDeepLearning

If you have an imbalanced dataset of a ratio 1:10 of positives:negatives, set the bias on your logits such that your network predicts probability of 0.1 at initialization. Software 2.0 can be written in much more abstract, human unfriendly language, such as the weights of a neural network. Today, the autopilot increases the safety and convenience of driving. Andrej karpathy was first exposed to ai as a student in geoffrey hinton’s class at the university of toronto.