activation functions
4 episodes mention this concept
lexfridmanFeb 21, 2020Andrew Ng's Expert Advice on Getting Started and Building a Career in Deep Learning and AI
TechnologyDeep LearningMachine LearningNeural NetworksGradient Descent- lexfridman
MIT 6.S094: Deep Learning Architectures and Semantic Segmentation in Computer Vision
TechnologyComputer VisionDeep LearningNeural NetworksSupervised Learning - lexfridman
MIT 6.S094: Deep Learning for Self-Driving Cars - Foundations, Challenges, and Human-Centered AI
TechnologyDeep LearningSelf-Driving CarsArtificial Intelligence (AI)Reinforcement Learning - lexfridman
Recurrent Neural Networks and the Fundamentals of Backpropagation for Steering Through Time
TechnologyRecurrent Neural Networks (RNNs)BackpropagationVanishing GradientsExploding Gradients
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Related concepts
Concepts that appear alongside activation functions across episodes.
- neural networks
- supervised learning
- deep learning
- overfitting
- convolutional neural networks (cnns)
- practical know-how
- data collection strategy
- knowledge graphs
- recurrent neural networks (rnns)
- image classification
- pooling (max pooling)
- representation learning
- driver state sensing
- unsupervised learning
- self-taught programmers
- edge cases
- objective function
- ground truth data
- intraclass variability
- skip connections