This course introduces statistical inference, sampling distributions, and confidence intervals. Students will learn how to define and construct good estimators, method of moments estimation, maximum likelihood estimation, and methods of constructing confidence intervals that will extend to more general setting...
Deep Learning- Goodfellow, Bengio and Courville's introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. The Elements of Statistical Learning: Data Mining, Inference, and Prediction...
Sort options Sort byStart Date AscStart Date DescUpdated Date AscUpdated Date DescTitle AscTitle Desc Course Title Contains Initiative/Provider University/Entity Categories Subjects/Skills Course Length Start Date Genetic Epidemiology Foundations (Coursera) ...
(2024 ACL Findings) Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data. Xiao Liu, Zirui Wu, Xueqing Wu, Pan Lu, Kai-Wei Chang, Yansong Feng. [pdf] (2024 arXiv) LLMs Are Prone to Fallacies in Causal Inference. Nitish Jos...
Rocketmq-Rust - 🚀Apache RocketMQ build in Rust🦀. Faster, safer, and with lower memory usage. MLOps TensorZero - data & learning flywheel for LLMs that unifies inference, observability, optimization, and experimentation Observability avito-tech/bioyino - A high-performance scalable StatsD ...
📝 All of Statistics: A Concise Course in Statistical Inference - Larry Wasserman Statistical Learning 📝 An Introduction to Statistical Learning with Applications in R - Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani 📝 The Elements of Statistical Learning - Trevor Hastie, Robert...
Rocketmq-Rust - 🚀Apache RocketMQ build in Rust🦀. Faster, safer, and with lower memory usage. MLOps TensorZero - data & learning flywheel for LLMs that unifies inference, observability, optimization, and experimentation Observability avito-tech/bioyino - A high-performance scalable StatsD ...
Four-stage fuzzy inference system for kidney allocation (FISKA) Full size image Stage 1: preliminary stage This stage aims to develop a scoring system for kidney allocation based on Iranian experts’ opinions. It consists of two steps...
Four-stage fuzzy inference system for kidney allocation (FISKA) Full size image Stage 1: preliminary stage This stage aims to develop a scoring system for kidney allocation based on Iranian experts’ opinions. It consists of two steps. At first, the essential factors for kidney allocation are id...
Thanks to the collaboration of the two authors, a profound knowledge of already existing references and management models can be drawn upon. LINK Data Science, Big Data, and Artificial Intelligence are currently some of the most talked-about concepts in industry, government, and society, and yet...