1| Mathematics for Machine Learning: Linear Algebra The five-week-longcourseon Coursera can be the starting point for learners as linear algebra has a wide range of applications in data science practices. Linear algebra is essential when you start learning machine learning techniques right from the...
Sometimes people ask what math they need for machine learning. The answer depends on what you want to do, but in short our opinion is that it is good to have some familiarity with linear algebra and multivariate differentiation. Linear algebra is a cornerstone because everything in machine lear...
Mathematics for Machine Learning: Linear AlgebrafromImperial College London★★★☆☆(9) Linear AlgebrafromMassachusetts Institute of Technology★★★(3) Matrix Methods in Data Analysis, Signal Processing, and Machine LearningfromMassachusetts Institute of Technology★★★(3) Algèbre Linéaire...
Coursera offers a extensive range of programs in math and logic, all of which are delivered by instructors at top-quality institutions corresponding to Stanford University and Imperial College London. You can find courses that fit your particular career targets, whether or not that’s broad abilitie...
Coursera: Ecole Normale Supérieure –“Introduction à La Théorie de Galois” Ref: https://tomcircle.wordpress.com/?s=galois&submit=Search Galois French Prépas ‘Colle’ January 23, 2014tomcircle Education, French, Uncategorized Leave a comment Colle = Oral Interrogation In French, ‘coller...
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NL Machine-Learning 数学基础 矩阵微积分 机器学习的数学基础 CS229线性代数与概率论基础 机器学习基础 快速入门 机器学习算法地图 机器学习 吴恩达 Coursera个人笔记 && 视频(含官方笔记) CS229 课程讲义中文翻译 && 机...
These resources should provide a good starting point for learning Haskell functional programming using Monad style. https://ocw.mit.edu/courses/6-042j-mathematics-for-computer-science-fall-2010/ MIT : Maths for Computer Science There is a textbook written by MIT profs, also translated into Chines...
A high school degree of mathematics and a beginner’s understanding of machine studying ideas will assist you to get probably the most out of this class. They have some of the greatest online math courses for numerous levels of experience. As you can see, there’s a host of on-line math...
Recommended place to start for total beginners. Coursera style. MRC-LMB Electron Cryo-microscopy Course 2017 (recorded lectures). Retrieved fromhttps://www2.mrc-lmb.cam.ac.uk/research/scientific-training/electron-microscopy/ Jensen, G. J., & Vos, M. (2020). Electron Microscopy University. Ret...
Building a machine to predict the future. The St Andrews mathematical biography notes his writing a summary of “the general solution of the fifth degree [polynomial] equation”. This doesn’t exist. Both sources, though, admit that for all that he got wrong, there were flashes of insight...