Kat HeinTowards Data ScienceAutomatic Speech Recognition: Breaking Down Components of SpeechUnderstanding the basic units of speech to train acoustic modelsMar 17, 2021Mar 17, 2021
Kat HeinArtificial Intelligence in Plain EnglishA Closer Look Into The Math Behind Neural NetworksWalkthrough of the numerical calculations for forward and backpropagation. Shows step-by-step calculations of dot products and gradient…Jan 23, 2021Jan 23, 2021
Kat HeinArtificial Intelligence in Plain EnglishConcepts in Classical Computer VisionFundamentals for Potential Computer Vision PractionersJan 13, 2021Jan 13, 2021
Kat HeinThe StartupRNN Numerical Walkthrough + CodeIntro to Recurrent Neural Networks along with code from scratch in numpyDec 8, 2020Dec 8, 2020