InThe StartupbyArun JagotaMachine Learning: Generative vs Discriminative ModelsWith simplest examples, algorithms, & applications of eachJun 27, 20192Jun 27, 20192
InTDS ArchivebyArun JagotaBias and Variance in Machine LearningWith simple exampleJul 7, 2019Jul 7, 2019
InTDS ArchivebyArun JagotaModeling with Reinforcement LearningConcepts and use casesJul 26, 2019Jul 26, 2019
InTDS ArchivebyArun JagotaLearning Decision TreesIn the context of supervised learning, a decision tree is a tree for predicting the output for a given input. We start from the root of…Dec 11, 2020Dec 11, 2020
InTDS ArchivebyArun JagotaBasics of Recommender SystemsUser Similarity, Item Similarity, Collaborative Filtering, Content-Based Models, Latent Space ModelsDec 21, 20211Dec 21, 20211
InTDS ArchivebyArun JagotaStructure Prediction and LearningCombining predictive modeling with structure inferenceApr 16, 2022Apr 16, 2022
InTDS ArchivebyArun JagotaGenerative Adversarial LearningFrom generative to “plus adversarial”Nov 8, 2022Nov 8, 2022
