Machine Learning Terms
13 videos • 1,876 views • by IntuitiveML
1
Terms: Nonlinearity
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2
Terms: Training vs. Evaluation vs. Prediction
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3
Types of Machine Learning
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4
Terms: Activation Functions
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5
What is a Confusion Matrix? How does it work? Why do we care? (Fixing last week's mistake!)
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6
Loss functions: What are they?
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7
Classification Vs. Regression in one minute.
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8
Intuition: Training Set vs. Test Set vs. Validation Set
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9
What is independence (probability)?
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10
Terms: Independent and Identically Distributed (IID)
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11
What is overfitting?
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12
Intuition of Likelihood in Machine Learning
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13
What is a receptive field? | CNNs #2
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