Rita KurbaninTowards Data ScienceBoost your Network PerformanceHyperparameter Tuning and Training Optimization6 min read·Mar 10, 2021----
Rita KurbaninThe StartupThe Discriminative JackknifeUncertainty Quantification in Deep Learning4 min read·Jul 29, 2020----
Rita KurbaninTowards Data ScienceGail Model for Breast Cancer RiskBreast cancer is the most diagnosed cancer in women worldwide, with over 2 million new cases every year. Patients’ treatment usually…3 min read·Jan 17, 2020--2--2
Rita KurbaninTowards Data ScienceDeep Dive into SF CrimeSan Francisco is famous for many things: its vibrant tech environment, the iconic Golden Gate, charming cable cars and (arguably) the…6 min read·Dec 30, 2019----
Rita KurbaninTowards Data ScienceCNN Sentiment AnalysisConvolutional neural networks, or CNNs, form the backbone of multiple modern computer vision systems. Image classification, object…8 min read·Dec 30, 2019----
Rita KurbaninTowards Data ScienceDeep Q Learning for the CartPoleThe purpose of this post is to introduce the concept of Deel Q Learning and use it to solve the CartPole environment from the OpenAI Gym.11 min read·Dec 30, 2019--3--3