Transfer Learning Machine Learning

This paper raises objections to this view, thinking that machine learning ≠ data statistics, deep learning has made a significant contribution to our handling of complex unstructured data problems, and artificial intelligence should be appreciated.

The most important algorithm is the neural network, which is not very successful due to overfitting (the model is too powerful, but the data is insufficient). Still, in some more specific tasks, the idea of using data to adapt to functionality has achieved significant success, and this also forms the basis of today's machine learning.

Machine learning (ML) and artificial intelligence (AI) are now hot topics in the IT industry. Similarly, containers have become one of the hot topics. We introduce both machine learning and containers into the image, and experiment to verify that they will work together to accomplish the classification task.

Advances in deep learning and related machine learning have played a key role in the recent achievements of artificial intelligence, which have made it unnecessary for computers to explicitly program, but to “absorb and analyze” large amounts of data to complete self-training.

Machine learning technology is gradually infiltrating into all walks of life. Computer vision, natural language processing, robotics and other fields have basically been monopolized by machine learning algorithms and are gradually expanding into traditional industries such as education, banking, and medical.

"Editor's note" with the development of artificial intelligence technology, the major technology companies have increased their investment in deep learning, and as the National Science Foundation is the same, now, it through the funding of the United States University researchers, to promote the depth of learning algorithms on the FPGA and super computer running. Although it is only a trend that represents the depth of learning, but with the business operations of major technology companies and more in-depth study into the University Research Center and the National Laboratory, the development of in-depth learning to play a positive role in promoting. The following is the original: machine learning in the past few years ...

In the millet mobile phone with "and rice noodle Friends" Community theory and fans of economic attempts to break the traditional business model today, all kinds of enterprises to visit the study, the former Vanke real Estate team learning, after the Haier group open minded. At the same time, the "Luo thought" as the representative of the media has also begun to expand the concept of strong communities and circles, the community to create a new business model. However, what we see is: The real users of the millet mobile phone is the two or three-line city, but also in the information glut today, since the media's active degree is also declining. In the background of large data theory, what kind of enterprise ...

Intermediary transaction SEO diagnosis Taobao guest Cloud host technology Hall K.K in the documentary "Google and the World Brain," he said at the beginning of the Google venture, he asked Larry Page, now has a good performance search engine, why do one? ' Instead of developing a new search engine, we're going to do artificial intelligence, ' Larry page explains. Search engine is our active consciousness and the internet world the most important connection way, and in the long-term data accumulation, save ...

Microsoft Zhang June 22 pm News, Zhang, chairman of Microsoft Asia-Pacific Research and Development Group, said recently, although the human may never know the detailed composition and working principle of the brain, but from the results, the next 5-10 years, the machine will be more intelligent than the average person, 20-30 years may be the machine itself will be more intelligent than the overall wisdom. Zhang recently attended an event on the topic of artificial intelligence and Geek Park founder Zhang Peng had a dialogue. Artificial intelligence is a kind of interdisciplinary science, including physics, mathematics, physiology, Ethics, computer science and many other sciences. The form of artificial intelligence can ...

"Csdn Live Report" December 2014 12-14th, sponsored by the China Computer Society (CCF), CCF large data expert committee contractor, the Chinese Academy of Sciences and CSDN jointly co-organized to promote large data research, application and industrial development as the main theme of the 2014 China Data Technology Conference (big Data Marvell Conference 2014,BDTC 2014) and the second session of the CCF Grand Symposium was opened at Crowne Plaza Hotel, New Yunnan, Beijing. 2014 large data technology in China ...