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Machine Learning in Swift

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Chihyang Li

This document discusses machine learning and deep learning concepts in a very simple way. It provides links to resources about languages like R and Python, the basics of neural networks and perceptrons, and a live demo of a simple perceptron algorithm implemented in Swift. It also briefly touches on pros and cons of frameworks like TensorFlow and CoreML for building machine learning models on Apple platforms.

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Very Very Very Simple Machine Learning in Swift Sai Li @ Swift Taipei 2018/04/03
About Me ? former 嗤o親室 RD ? now: student
Languages http://readata.org/r-vs-python/ http://mobileadvertisingwatch.com/dishing-on-apples-swift-despite-the-name-adoption-is-slow-moving-21868 ?
AI & Machine Learning ? http://www.4ward.it/en/intelligenza-arti?ciale-machine-learning-deep-2/
https://www.otexts.org/1583 https://www.kdnuggets.com/2017/04/must-know-evaluate-binary-classi?er.html http://mlpy.sourceforge.net/docs/3.1/lin_class.html
http://www.big-data.tips/neural-network https://online.science.psu.edu/bisc004_activewd001/node/1907 From Neuron to Perceptron w1*x1 + w2*x2 + ´ + bias = y
x y hidden layer Neuron Network w y = wx + bias (y = ax + b) w -> a bias ->b input output bias error
Live Demo y = wx + b https://github.com/taipingeric/PLA_in_Swift
Machine Learning in Swift
Machine Learning in Swift
Machine Learning in Swift
AI & Machine Learning & Deep Learning http://www.4ward.it/en/intelligenza-arti?ciale-machine-learning-deep-2/
Deep Learning
Pros. & Cons ? Pros. ? Running fast ? Apple? ? Cons. ? Frameworks ? Numpy ? matplotlib ? pandas ? Tensor?ow https://pandas.pydata.org/ http://www.numpy.org/ https://matplotlib.org/users/pyplot_tutorial.html
Machine Learning in Swift
CoreML
Very Very Very Hard but possible
CSteve Jobs One more thing
https://hackernoon.com/diy-prisma-fast-style-transfer-app-with-coreml-and-tensor?ow-817c3b90dacd
Q & A

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Machine Learning in Swift