What are the most important machine learning algorithms you should know if you are going into this field of AI?

  1. Linear regression
  2. Logistic regression
  3. k-means
  4. SVMs
  5. Random Forests
  6. Matrix Factorization/SVD
  7. Gradient Boosted Decision Trees/Machines
  8. Naive Bayes
  9. Artificial Neural Networks (neural-nets)

Get the full list from Xavier Amatriain here:

https://www.quora.com/What-are-the-top-10-data-mining-or-machine-learning-algorithms/answer/Xavier-Amatriain?share=1

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