Concept from last year, machine learning, AI concepts and trends sweeping the world in various industries, now almost all sectors of the major companies are hoping stained with machine learning, specific example is: intelligent recommendation electricity supplier, fund intelligent recommendation, intelligent music recommendation , of course, more and more hot autopilot concept.
However, machine learning, although belonging to the IT category, but with different command-centric programming language, machine learning, data centric, whether it is supervised, unsupervised or reinforcement learning, are dependent on the specific algorithms, and even that is a formula for massive retraining training data, and then verify the results of the iterative process of training by real data.
Long-winded so much, just I want to explain, machine learning the most difficult crossed the threshold, that is mathematics, including: higher mathematics, linear algebra, probability theory and statistics. (My understanding is that linear algebra is the carrier of data and advanced mathematics as the basis of API, probability theory and statistics are carrying machine learning algorithms Framework. If misunderstood, under correction, ha ha
Here to talk about how self-study or review focuses on advanced mathematics.
First of all books before it, this step is indispensable, it recommended higher mathematics Tongji University, is currently the seventh edition.
Before buying books back, my best suggestion is the ability to turn again to high school math, such as basic trigonometry, vectors and other knowledge, then that is "higher mathematics learning: from entry to give up" the process.
My experience is, if not learned the small partners together, to work every day so busy, but also to go back and finish reading advanced mathematics extracurricular exercises, in fact, it is very difficult.
Fortunately, however, now is the Internet age, we can seek the help of professors, university classes if there is the same feeling, as long as you do not take advantage of to sleep, I believe that with hard materials liver is much more effective than their own.
We all know do not know do not know the B station, yes, that is beep beep miles miles Cheers. This site features all the videos are no direct broadcast advertising, in particular, simply, just the effect. The second element family habitat, a gathering place for the younger generation.
One thing is to tell you, B station has a lot of academic classes, like the essence of video programming, such as Zhan Xu Sichuan University "Higher Mathematics" Complete Works of video.
Author: blade_he
link: https://www.jianshu.com/p/5f0a7fb31e72
Source: Jane books
are copyrighted by the author. Commercial reprint please contact the author authorized, non-commercial reprint please indicate the source.
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