讨论了人工智能的解释问题,包括如何让非技术人员理解和接受人工智能。提出了人工智能的应用问题,包括如何在政策制定和公众讨论中更好地利用人工智能。讨论了人工智能的研究和发展,包括如何在技术层面做出贡献。, 视频播放量 14、弹幕量 0、点赞数 0、投硬币枚数 0、收藏
在线学习(online learning) 假设我们经营一家物流公司,当用户询问从A地到B地的快递费用时,我们会给出报价,用户可能会接受(y=1)或拒绝(y=0)。现在我们要建立模型,来预测用户接受报价的可能性。 在online learning中,许多网站都会有持续不断的用户流,在构建模型时,我们对单一实例进行学习,一旦该实例学习完了,便可...
可以用来识别欺骗。例如在online采集的数据中,特征向量可能包括:用户多久登陆一次,点击过的页面,发帖数量,打字速度等。我们可以根据这些特征来构建模型,用来识别不符合该模式的用户;再者在数据中心里,特征向量可能包括:内存使用情况、CPU负载、被访问的磁盘数、网络通信量等。构建模型从而判断计算机是否出错。 高斯分布 若...
Stanford University is offering a free online course named “Machine Learning”. Students must have Summarize basic linear algebra concepts, including vector notation and matrix operations. You will learn about the most effective machine learning techniques, gain practice implementing them and gettinem to...
CS229 Machine Learning CS231N Convolutional Neural Networks for Visual Recognition CS224N Natural Language Processing with Deep Learning In thisClass Centralarticle, we compiled a list of over 150 Stanford on-campus computer science courses that are, to varying degrees, available online. ...
Stanford to offer Free Machine Learning with Graphs course online from fall The course focuses on computational, algorithmic, and modelling challenges specific to the analysis of massive graphs. Published onFebruary 7, 2022 bySharathKumar Nair
nlpdeep-neural-networksdeep-learningtensorflowstanford-nlpstanford-machine-learningcs224n UpdatedFeb 20, 2019 Jupyter Notebook Star10 My solutions forhttps://www.coursera.org/learn/machine-learning?id=285 courserastanford-universitycoursera-machine-learningstanford-machine-learningstanford-onlinecoursera-special...
Related:Top Machine Learning Interview Questions Free Course Trial – Stanford Algorithms Certificate Online If you are interested in building a career in computer science, then a thorough knowledge of algorithms is one of the very first requirement. This specialization created by one of the top CS...
编程技能 MatLab, Octave(free),R 概率统计:Stat 116 线性代数: math 113, cs 205 跨学科: 生物,统计, 计算机 online resources:http://cs229.stanford.edu https://see.stanford.edu/Course/CS229/47 homework, handout, lecture notes, math and equations ...
Machine Learning is one of the first programming MOOCs Coursera put online by Coursera founder and Stanford Professor Andrew Ng. Although Machine learning has run several times since its first offering and it doesn’t seem to have been changed or upd… Read more Helpful AA Anonymous 10 year...