hyperparameters
5 episodes mention this concept
lexfridmanDec 26, 2020Machine Learning, Education, and the Philosophy of Computer Science: A Dialogue with Charles Isbell and Michael Littman
TechnologyMachine LearningComputational StatisticsNeural NetworksHyperparameters- lexfridmanJul 19, 2020
Neural Networks Learning Spirals: Visualizing Architecture and Hyperparameter Impact
TechnologyNeural networksBinary classificationTensorFlow PlaygroundHyperparameters - lexfridmanSep 27, 2016
Deep Learning for Natural Language Processing: Foundations, Word Vectors, and Recurrent Neural Networks
TechnologyNatural Language Processing (NLP)Deep LearningArtificial Intelligence (AI)Linguistics - lexfridman
MIT 6.S094: Introduction to Deep Learning, Neural Networks, and Self-Driving Cars
TechnologyDeep LearningDeep Neural NetworksSelf-Driving CarsDeep Reinforcement Learning - lexfridman
MIT AGI: Engineering Intelligence - Bridging Theory, Practice, and Societal Impact
TechnologyArtificial General Intelligence (AGI)Deep LearningReinforcement LearningComputational Cognitive Science
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Related concepts
Concepts that appear alongside hyperparameters across episodes.
- deep learning
- neural networks
- reinforcement learning
- supervised learning
- artificial general intelligence (agi)
- recurrent neural networks (rnns)
- turing test
- loss function
- backpropagation
- unsupervised learning
- semi-supervised learning
- neurons
- game theory
- dimensionality reduction
- gated recurrent units (grus)
- hidden layers
- named entity recognition
- test loss
- stochastic gradient descent
- distributional semantics