Artificial Intelligence By Example

Summary

Efficient machine learning programs produce good results but do not build a mind. To produce complex AI solutions, no single technique (MDP, CNN, RNN, or any other) will suffice. An efficient artificial intelligence solution to a complex problem will necessarily be an innovative combination of various techniques. This chapter showed how to start building one using an RBM, a tone analyzer (sentiment analysis), a CRLMM, an RNN, a word2vec program, and PCA.

X's mind-dataset has been enriched with the beginning of an actual memory with word and feeling associations as image and word associations. This brings X's mind-dataset profile beyond dictionary definitions, predictive statistics, and linear dimensional personality definitions.