The lecture videos from the most recent offerings of CS188 are posted below. Spring 2014 Lecture Videos Fall 2013 Lecture Videos Spring 2013 Lecture Videos Fall 2012 Lecture Videos Spring 2014

国产开源，GitHub 标星 47000+ ，百度飞桨从打响第一枪到战役突围 AI科技大本营 2020-09-22 19:29:57 12586 收藏 17 文章标签： 百度 人工智能 大数据 编程语言 物联网

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CS188 Artificial Intelligence @UC Berkeley. Contribute to MattZhao/cs188-projects development by creating an account on GitHub. CS188 Intro to Artificial Intelligence Semester archives . Spring 2006 Spring 2007 Spring 2008 Spring 2009 Spring 2010 Spring 2011 Spring 2012 Spring 2013 Spring 2014 Spring 2015 Spring 2016 Spring 2017 Spring 2018 Spring 2019 Spring 2020: Summer 2014 Summer 2015 Summer 2016 Summer 2019 Summer 2020: Fall 2011 Fall 2012 Fall 2013 Fall 2014

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    Depth first search (DFS) is an algorithm for traversing or searching tree or graph data structures. One starts at the root (selecting some arbitrary node as the root in the case of a graph) and explores as far as possible along each branch before backtracking. 1. First, you should create a new private repository on GitHub. Let's assume the name of this repository is assignment1. Also, replace ${USER_NAME} with your GitHub user name while running the following commands. 2. Next, create a bare mirrored clone of S19-CS188/assignment1-skeleton repository.

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    This class introduces algorithms for learning, which constitute an important part of artificial intelligence.. Topics include classification: perceptrons, support vector machines (SVMs), Gaussian discriminant analysis (including linear discriminant analysis, LDA, and quadratic discriminant analysis, QDA), logistic regression, decision trees, neural networks, convolutional neural networks ...

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