Artificial Intelligence
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AI. Lecture 1a. Introduction. Basics of Python
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AI. Lecture 1b. Basics of Python
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AI. Lecture 2a. Functions in Maths and Python
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AI. Lecture 2b. Functions in Maths and Python
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AI. Lecture 3a. Derivative
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AI. Lecture 3b. Optimisation
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AI. Lecture 4a. Simulated annealing
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AI. Lecture 4b. Libraries
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AI. Lecture 5a. Partial derivative
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AI. Lecture 5b. Gradient descent
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AI . Lecture 6a. Feedforward neural network
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AI . Lecture 6b. Feedforward neural network
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AI. Lecture 7a. Training of a neural network
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AI. Lecture 8a. Recurrent neural networks. Google Colab
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AI. Lecture 8b. Recurrent neural networks. Google Colab
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AI. Lecture 9. Usage of the RNN