Today I saw in this article how to choose the model, feel very good, write here alone.
More machine learning combat can read this article: http://www.cnblogs.com/charlesblc/p/6159187.html
In addition to the difference between machine learning and data mining,
Refer to this article: https://www.zhihu.com/question/30557267
Data mining: Also known as mining, isa very broad concept.。 It literally means digging up useful information from tons of data. The jobBI (Business Intelligence) can do，data analysis can be doneEvenmarket operations can also be done。 You use Excel to analyze and analyze the data, found some useful information, and then this information can guide your business, congratulations, you have data mining.
Machine Learning: Machines Learning is a cross-discipline of computer science and statistics, and the basic goal is to learn a x->y function (mapping) to docategoryOrreturn's work. The reason why it is often combined with data mining isbecause now a lot of data mining work is done through machine learning provided by the algorithm toolsFor exampleCTR Estimates for ads, PB-level Click logs can be used to obtain an estimate model through a typical machine learning process, thus increasing the CTR and rate of return on internet advertising;Personalized Recommendations, or through a number of machine learning algorithms to analyze various purchases on the platform, browse and collect logs, get a recommendation model to predict your favorite products.
Depth Learning: deep learning, machine learning inside now compare fire to a topic (Tai hang), itself isNeural NetworkThe derivation of the algorithm, in the image, voice and other rich media classification and recognition has achieved very good results, so the major research institutions and companies have invested a lot of manpower to do related research and development.
summarized under，data Mining is a very broad concept, most of the common methods of data mining come from the subject of machine learning, deep learning is a kind of comparative fire algorithm of machine learning, essentially the original neural network. In addition to the deep learning, you can see below this series individually wrote an article study: http://www.cnblogs.com/charlesblc/p/6159416.html article reference: https://zhuanlan.zhihu.com/p /20582907?refer=wangchuan
Machine learning how to choose Model & machine learning and data mining differences & deep learning Science
