Data Mining

Data Mining

2018-04-26. Category & Tags: Data Mining, DM, Machine Learning, ML

Read also: A 20-Year Community Roadmap for Artificial Intelligence Research in the US - 109 pages, AAAI. (CN intro: 美国人工智能研究的 20 年社区路线图(讨论稿)) Best Paper Awards in Computer Science (since 1996) (cn: DataWhale) AI Benchmark: web, cn intro Cheatsheets AI 最全干货超级大列表,100+ 张速查表全了! (github) 热心网友推荐真正有价值的机器学习课程 Papers with code/data: AI 研习社 (highly automated), esp. (CN intro) g/zziz/pwc by Nikola for CV, NLP, self-driving. DEFs Relation Overview # Most terminologies have been defined well, except “data mining” as the biggest concept. ...

DMML Tools Trend & Relationship 2016

2016-06-16. Category & Tags: DMML, Tools, Data Mining, Machine Learning, Artificial Intelligence

This is a summary of KD-nuggets blogs: here and here. Pictures are modified for my own notes. Tools Associations # sunny’s conclusion # Possible framework 1: Hadoop + Spark + Python + scikit. Possible framework 2: SQL+ Excel + Tableau. Try NOT use: RapidMiner, KNIME (whatever situation). Big Data Related Tools # Deep Learning Related Tools # Big_Data- / Deep_Learning-Related Tools # Conclusion 1: Big_Data & DL are positively related. ...