Field of artificial intelligence is growing at the speed of development than people think, from daily work and life in a variety of interesting phenomena of view, not only include the basics of machine learning, but also contains a superior algorithm engineers become relevant skills, more importantly, the author is a combination of a heart on the artificial intelligence of enthusiasm, designed to train the reader discover and solve problems, the capacity expansion problem, build a love of learning machine, draw up a grand blueprint for the world of artificial intelligence.
"A short step, a thousand miles" from the feature engineering, model evaluation, dimension reduction and other areas of classical machine learning to construct an algorithm engineer must - knowledge prepared; see neural networks, reinforcement learning, generating confrontation networks and other new research little progress, the rise and fall of victory or defeat of the known art deep learning; "rich view taken about the thick and thin of plot."
Personal feeling is a great book, and pay attention to the concept of derivation formula set forth some practical applications for many years will be some thinking, a lot of problems which is also very interesting, the first time that the original can rethink by this point. The author is doing it for years machine learning related work, written much better than imagined.
Learning Reference:
"Hundred engineers face machine learning algorithms take you to the interview" high-definition PDF version, 392, with a bookmark directory, text can be copied;
"a hundred engineers face machine learning algorithms take you to the interview" HD epub edition, page 101, with a bookmark directory, text can be copied.
Download: https://pan.baidu.com/s/1_E1dfSqEoodn7CGhFafY4g
Extraction code: u5qq
If you are going to a job, and you want to be relevant job machine learning, it is recommended that you read this book, this book covers a lot of the interview process frequently asked questions, but also can help you sort out what machine learning knowledge , will definitely help you interview related jobs.
Artificial intelligence technology is in a super-fast profoundly change our lives, to guide the fourth industrial revolution. US group as a domestic leader in the field of service O2O platform, combined with their own data and business scenarios, actively explore the application of artificial intelligence. US group in the search, recommendation, computing, advertising, risk control, image processing, artificial intelligence-related technology has been widely used. The book includes common processes, data mining, search and recommendation, most of the ads computing 6, the depth of learning algorithms and engineering content, comprehensive introduction to the application of the US Mission in several important aspects of machine learning.
"US Mission machine learning practice" HD PDF, 318 pages, with a bookmark directory, text can be copied; with a mind map in Chapter 1 to Chapter 17, contribute to learning and memory.
Download: https://pan.baidu.com/s/1NC2aov1iszDQPEr09OyVCQ
Extraction code: 841h
Look in recent years, the US group issued paper, feeling mainly in the algorithm system (a combination of many algorithms do engineering floor). US group is also doing a good take-away on the stream computing, the algorithm has a technical team blog, work or more.
(2019-01-13 13:01:11)