Machine Learning
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Machine Learning
The science of getting computers to learn without being explicitly programmed (Arthur Samuel).
A computer program is said to learn from experience E with respect to some task T and some performance measure P, if its performance on T, as measured by P, improves with experience E (Tom Mitchell)
Neural Networks
Learning algorithms that mimic how the brain works.
Natural Language Processing (NLP)
Learning Algorithms
Supervised Learning
In supervised learning, we have at our disposal a dataset that tell us which is the "correct answer".
Regression Problem
The goal is to predict a continous value.
Classification Problem
Unsupervised Learning
Reinforcement Learning
Recommender System
Feature
Synonymous with attribute.
- Infinite number of features.