PPT-1 Large-Scale Machine Learning at Twitter

Author : pamella-moone | Published Date : 2016-07-18

Jimmy Lin and Alek Kolcz Twitter Inc Presented by Yishuang Geng and Kexin Liu 2 Outline Is twitter big data How can machine learning help twitter Existing challenges

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1 Large-Scale Machine Learning at Twitter: Transcript

Jimmy Lin and Alek Kolcz Twitter Inc Presented by Yishuang Geng and Kexin Liu 2 Outline Is twitter big data How can machine learning help twitter Existing challenges Existing literature of largescale learning. By. Chi . Bemieh. . Fule. August 6, 2013. THESIS PRESENTATION . Outline. . of. . today’s. presentation. Justification of the study. Problem . statement. Hypotheses. Conceptual. . framework. Research . to Speech . EE 225D - . Audio Signal Processing in Humans and Machines. Oriol Vinyals. UC Berkeley. This is my biased view about deep learning and, more generally, machine learning past and current research!. Jeffrey P. Carpenter. Elon University. Twitter handle: @. doccarpenter. This presentation @ . http://bit.ly/. twitternoyce. “Teachers are taking over . Twitter” - @. braveneutrino. Learning targets. Raw Scale Raw Scale Raw Scale Raw Scale Score Score Score Score Score Score Score Score 86 100 64 80 42 66 20 42 85 98 63 79 41 66 19 41 84 97 62 79 40 65 18 39 83 95 61 78 39 64 17 38 82 94 60 77 38 Virginia Waters. What is Twitter?. A 140 character . “microblog. ”. www.twitter.com. You tweet about whatever you’d like. Started out with people tweeting mundane things. Has evolved to a more useful tool. Wenting . Wang. Le Xu. Indranil Gupta. Department of Computer Science, University of Illinois, Urbana Champaign . 1. Scale up VS. Scale out. A dilemma for cloud application users: scale up or scale out? . http://hunch.net/~mltf. John Langford. Microsoft Research. Machine Learning in the present. Get a large amount of labeled data . . where . . Learn a predictor . Use the predictor.. The Foundation: Samples + Representation + Optimization. Wenting . Wang. Le Xu. Indranil Gupta. Department of Computer Science, University of Illinois, Urbana Champaign . 1. Scale up VS. Scale out. A dilemma for cloud application users: scale up or scale out? . p. arty. Understanding Twitter. Twitter is all about building . relationships. Understanding Twitter. Start with a . personal. account. Understanding Twitter. When in Rome… Learn . the . language. Scale, Scale Factor, & Scale Drawings. Objective:. 7.2.01 & 7.3.03. Essential Question:. . How can I use a scale factor to understand distances on a map or the size of a house or object?. Vocabulary:. . 2015. Erica Hann, . Sierra Institute for . Community and Environment. Social Media Strategies. SCALE. . and Social Media. SCALE is about sharing and learning from one another:. Successes . Challenges . UNC Collaborative Core Center for Clinical Research Speaker Series. August 14, 2020. Jamie E. Collins, PhD. Orthopaedic. and Arthritis Center for Outcomes Research, Brigham and Women’s Hospital. Department of . It’s no secret that this world we live in can be pretty stressful sometimes. If you find yourself feeling out-of-sorts, pick up a book.According to a recent study, reading can significantly reduce stress levels. In as little as six minutes, you can reduce your stress levels by 68%. Institute of High Energy Physics, CAS. Wang Lu (Lu.Wang@ihep.ac.cn). Agenda. Introduction. Challenges and requirements of anomaly detection in large scale storage systems . Definition and category of anomaly.

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