Today I gave a presentation about machine learning and IoT focusing on industrial maintenance. The event was the third industrial maintenance workshop in Belo Horizonte. An opportunity to talk about IBM Watson and IIoT to the industry in my region.
Understanding Machine Learning, by Shai Shalev-Shwartz and Shai Ben-DavidPublished 2014 by Cambridge University Press PDF of manuscript posted by permission of Cambridge University Press.Users may download a copy for personal use only. Not for distribution. https://www.cs.huji.ac.il/w~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf(https://www.cs.huji.ac.il/w~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf)
Free Machine Learning BookRead MoreMany people want to start their studies in neural networks and machine learning as a whole. So I decided to make a guide that I'm using to study these two technologies. First, you have to choose a language. I chose Python. Python can be downloaded through the Anaconda distribution, which in addition to packing in a functional way, still has a control panel for installations from other libraries: https://www.anaconda.com/download. Now, you're going to need an IDE. Do I currently use Visual Studio Code https://code.visualstudio.com. Don't know Python? Follow the Basic Tutorial category at https://www.tutorialspoint.com/python/index.htm. It's a start. There are many good courses in Coursera
How to start with Machine Learning and Neural NetworksRead MoreAn archive of all O'Reilly data ebooks is available below for free download. Dive deep into the latest in data science and big data, compiled by O'Reilly editors, authors, and Strata speakers. http://www.oreilly.com/data/free/archive.html(http://www.oreilly.com/data/free/archive.html)
Free Data Science Ebooks from O'ReillyRead More