Tutorial 11 – Active Learning
Deep Learning created by Deepfinder Agenda Teaching by example: Supervised Learning Learning from patterns: Unsupervised Learning Learning without labels: Self-supervised […]
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Tutorial 10 – Reinforcement Learning
Deep Learning create by Deepfinder Agenda Learning from a Teacher: Supervised Learning Seeing the Pattern from Small Clues: Unsupervised Learning
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Underfitting, Overfitting, and Regularization
1. Overfitting and Underfitting During Optimization Overfitting and underfitting are two common problems that can appear when training deep learning
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Optimization Algorithms and Optimizers
When solving a house price prediction problem, we first build a training dataset. In this example, we collect house transaction
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Tutorial 09 – Federated Learning
Learning Methods of Deep Learning Created by Deepfinder Agenda Learning from a Teacher: Supervised Learning Seeing Patterns from Details: Unsupervised
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Tutorial 08 – Strength in Numbers: Ensemble Learning
Learning Methods of Deep Learning create by Deepfinder Agenda Learning from a Teacher: Supervised Learning Seeing the Pattern: Unsupervised Learning
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Tutorial 07 – Learning Through Competition: Adversarial Learning
Learning Methods of Deep Learning created by Deepfinder Agenda Learning from a Teacher: Supervised Learning Seeing the Pattern: Unsupervised Learning
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Tutorial 06 – Learning by Transfer: Transfer Learning
Learning Methods of Deep Learning created by Deepfinder Agenda Learning from a Teacher: Supervised Learning Seeing the Pattern: Unsupervised Learning
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Tutorial 05 – Distinguishing Similarities and Differences: Contrastive Learning
Learning Methods of Deep Learning create by Deepfinder Agenda Learning from a Teacher: Supervised Learning Seeing the Whole from Small
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Tutorial 04 – From a Few Points to the Whole Picture: Semi-supervised Learning
Learning Methods of Deep Learning create by Deepfinder Agenda Teacher and apprentice: Supervised Learning Seeing the whole from small clues:
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