learning rate
4 episodes mention this concept
lexfridmanJul 19, 2020Neural Networks Learning Spirals: Visualizing Architecture and Hyperparameter Impact
TechnologyNeural networksBinary classificationTensorFlow PlaygroundHyperparameters- lexfridmanOct 8, 2019
Optimizing Neural Network Training: Super Convergence, Learning Rates, and Academic Publishing Challenges
Technologylearning ratesuper convergenceneural networkshyper parameters - lexfridman
Recurrent Neural Networks and the Fundamentals of Backpropagation for Steering Through Time
TechnologyRecurrent Neural Networks (RNNs)BackpropagationVanishing GradientsExploding Gradients - lexfridman
Rohit Prasad on Amazon Alexa, Conversational AI, and the Quest for True Intelligence
TechnologyConversational AINatural Language Processing (NLP)Human-Machine InteractionArtificial General Intelligence (AGI)
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Related concepts
Concepts that appear alongside learning rate across episodes.
- neural networks
- chain rule
- recurrent neural networks (rnns)
- neurons
- backward pass
- academic publishing
- activation functions (sigmoid, relu)
- feature engineering
- discriminative learning rates
- conversational ai
- tensorflow playground
- natural language processing (nlp)
- ai embodiment
- weight decay
- hidden layers
- turing test
- test loss
- loss function (objective function, cost function)
- l1 regularization
- deep learning