These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained ...

Abstract: To score a job in data science, machine learning, computer graphics, and cryptography, you need to bring strong math skills to the party. Math for Programmers teaches the math you need for ...

Book Abstract: To score a job in data science, machine learning, computer graphics, and cryptography, you need to bring strong math skills to the party. Math for Programmers teaches the math you need ...

如果已经有一定的数学基础，可以先跳过这一部分，需要的时候再回来补。这里的Notes是基于Coursera中Mathematics for Machine Learning专题做的总结。 如果有比较好的Python和机器学习相关Library的知识，对于学习算法过程中的代码可以快速理解和调试，一方面节省时间 ...

A team of Canadian and American researchers says their method of forecasting the rate of transmission of infectious diseases ...

A new Apple study will make consumers rethink using Generative AI to get financial advice. And it'll temper the plans of ...

From securing admission to the prestigious IIT Kanpur to leading AI innovations at Adobe, Education and Early Impact Sai ...

While the laureates’ contributions have undeniably shaped modern technological advances, including machine learning, some ...

This graduate program explores the discipline's fundamental mathematics, developing related tools, and applying AI and ML to various real-world problems. Coursework covers a broad, interdisciplinary ...