transfer learning
13 episodes mention this concept
NewEconomicThinkingSep 2, 2020The Imperative for Mass Tertiary Education: Securing the American Dream and 21st-Century Economic Health
EconomicsMass tertiary educationAmerican DreamEconomic healthIntergenerational mobility
lexfridmanOct 8, 2019Optimizing Neural Network Training: Super Convergence, Learning Rates, and Academic Publishing Challenges
Technologylearning ratesuper convergenceneural networkshyper parameters- lexfridmanAug 28, 2019
Practical Advice for Getting Started and Becoming an Expert in Deep Learning with fast.ai
TechnologyDeep learningModel trainingFine-tuningInference (model) - lexfridmanAug 27, 2019
Deep Learning Accessibility, Programming Languages, and AI in Medicine with Jeremy Howard
TechnologyDeep Learning AccessibilityPractical Application of Deep LearningArray-Oriented Programming (APL, J)Domain-Specific Languages (DSLs) - lexfridmanJun 3, 2019
TensorFlow's Evolution: From Google Brain's Inception to a Global Open-Source ML Ecosystem
TechnologyDeep LearningTensorFlowOpen SourceGoogle Brain - lexfridmanFeb 12, 2019
Taming the Long Tail: Waymo's Machine Learning Approach to Autonomous Driving Challenges
TechnologyAutonomous drivingMachine learningDeep learningPerception (AV) - lexfridmanJan 17, 2019
Deep Learning State of the Art (2019): Breakthroughs in NLP, Applied AI, and Reinforcement Learning
TechnologyDeep Learning State of the ArtNatural Language Processing (NLP)Encoder-Decoder ArchitectureRecurrent Neural Networks (RNNs) - lexfridmanDec 23, 2018
Juergen Schmidhuber on Gödel Machines, Meta-Learning, LSTMs, and the Simplicity of Universal Intelligence
TechnologyRecursive self-improvementMeta-learning (learning to learn)Gödel machinesLong Short-Term Memory (LSTMs) - lexfridmanSep 27, 2016
The Evolution, Architecture, and Impact of Convolutional Neural Networks in Computer Vision
TechnologyDeep LearningComputer VisionNeural NetworksConvolutional Neural Networks (CNNs) - lexfridman
Most Deep Learning Research is a Waste: Prioritizing Practicality Over Academic Trends
TechnologyDeep Learning ResearchAcademic IncentivesPublication BiasPractical Utility - lexfridman
Pieter Abbeel on Deep Reinforcement Learning, Robotics, and the Path to General AI
TechnologyDeep Reinforcement Learning (DRL)Imitation LearningSelf-playHardware limitations in robotics - lexfridman
Deep Learning for Human-Centered Semi-Autonomous Vehicles: Driver Monitoring and Trust
TechnologyHuman-centered AISemi-autonomous vehiclesFully-autonomous vehiclesDriver monitoring systems - lexfridman
Human-Centered AI: Integrating Human Intelligence for Robust, Ethical, and Explainable AI Systems
TechnologyHuman-Centered Artificial Intelligence (AI)Learning-based approachesDeep learningMachine learning
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