Mladen KorunoskiMarkov Decision Process — Intro to Reinforcement Learning… at the pizza shop.Everybody loves pizza, right? But how do you choose the best pizza for yourself? You can rely on other people’s opinion, sure, but taste…Jan 22, 2023Jan 22, 2023
Mladen KorunoskiThe Three Big Pillars of Machine LearningMost of you have heard about supervised and unsupervised learning. Some of you have even heard about reinforcement learning. But, why do we…Nov 30, 2022Nov 30, 2022
Mladen KorunoskiThe K-Armed Bandit Problem — Intro to Reinforcement Learning… at the pizza shop.Everybody loves pizza, right? But how do you choose the best pizza for yourself? You can rely on other people’s opinion, sure, but taste…Nov 8, 2022Nov 8, 2022
Mladen KorunoskiinsymphonyisEnd-to-End Machine Learning: A StorySo, we talked about how we can use neural networks to build a face recognition system. Then we talked about word embeddings, a method for…Apr 6, 2022Apr 6, 2022
Mladen KorunoskiinsymphonyisWord Embeddings: A StoryComputers are dumb. “Hold up… You, a computer scientist, are saying that computers are dumb?” Yes. They are dumb. At their core, they only…Jan 26, 2022Jan 26, 2022
Mladen KorunoskiinsymphonyisNeural Networks: A StoryIt’s Friday afternoon. You are at work. You’ve been working tirelessly for the past hour. It’s time to take a break. You take your phone…Dec 13, 2021Dec 13, 2021
Mladen KorunoskiWGANs: ExplainedIn many machine learning (ML) applications, figuring out the distribution that generated the data can be beneficial. For example, in the…Dec 6, 2021Dec 6, 2021
Mladen KorunoskiTransformersAre you overwhelmed by the number of transformer models out there and have no clue of the similarities and the differences between them…Oct 1, 2021Oct 1, 2021