Machine Learning with TensorFlow Book: различия между версиями
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| Строка 14: | Строка 14: | ||
= 1.4.2. Unsupervised learning = | = 1.4.2. Unsupervised learning = | ||
Clustering | Clustering is the process of splitting the data into individual buckets of similar items. | ||
Dimensionality reduction | Dimensionality reduction is about manipulating the data to view it under a much simpler perspective. | ||
= 1.4.3 Reinforcement learning = | = 1.4.3 Reinforcement learning = | ||
Версия 16:34, 25 февраля 2018
Machine Learning with TensorFlow Book by Nishant Shukla
https://github.com/BinRoot/TensorFlow-Book/
Chapter 1
1.4.1 Supervised learning
Descrete with few values - Classifier
Many values and the values have natural order - Regressor
1.4.2. Unsupervised learning
Clustering is the process of splitting the data into individual buckets of similar items.
Dimensionality reduction is about manipulating the data to view it under a much simpler perspective.
1.4.3 Reinforcement learning
Reinforcement learning trains on information gathered by observing how the environment reacts to actions.