Για όποιον σκέφτεται να κάνει MSc σε Machine Learning, AI, και relevant fields, καλό θα είναι από πριν να 'χει διαβάσει σοβαρά τα εξής (αν θέλει να είναι καλά προετοιασμένος και να μην ασχολείται με basics μέσα στη χρονιά):
a) Linear algebra (και ιδιαίτερως matrix calculus και ειδικότερα matrix decompositions, eigenspectrum analysis, matrix derivatives, etc)
b) Probabilities & Statistics (ιδιαίτερη προσοχή σε multivariate joint, conditional, marginal distributions. Kαλό reference είναι ο Feller για probabilities, για statistics ας δουν τι κάνουν πχ στο MIT 18.05, Imperial CO245)
c) Optimisation (quad programming, etc)
Αυτά ως συμβουλή κάποιου που έκανε MSc σε AI. Θεωρούνται δεδομένα αρκετά πράγματα που στη σχολή ίσα που έχουμε ακουμπήσει.
Cheerio,
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