sequence models
2 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
Practical Deep Learning Strategies: Scale, End-to-End Architectures, and Evolving Bias-Variance Trade-offs
TechnologyDeep Learning ProgressScale (Data & Computation)Traditional Learning AlgorithmsNeural Networks
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Related concepts
Concepts that appear alongside sequence models across episodes.
- high variance (overfitting)
- neural networks
- training error
- traditional learning algorithms
- end-to-end deep learning
- high-performance computing (hpc)
- image captioning
- development set error
- feature engineering
- phonemes
- unsupervised learning
- bias-variance trade-off
- speech recognition
- crowdsourcing for labeling
- intermediate representations
- data synthesis
- machine translation
- early stopping
- reinforcement learning
- image models