Hanselminutes is Fresh Air for Developers. A weekly commute-time podcast that promotes fresh technology and fresh voices. Talk and Tech for Developers, Life-long Learners, and Technologists.

Getting started with Machine Learning and Sabrina Smai

January 24, 2019 00:35:28 34.12 MB Downloads: 0

Sabrina is a Commercial Software Engineer and serial hacker who has attended over 32 hackathons! She was also a guest lecturer at the University of Toronto on Machine Learning and Artificial Intelligence. Today she sits down and gets Scott (and you!) started with the basics of Machine Learning. What are the tools and concepts you should explore to start?

  • https://www.edx.org/course/essential-math-for-machine-learning-python-edition
  • https://academy.microsoft.com/en-us/professional-program/tracks/artificial-intelligence/
  • http://www.deeplearning.net/software/theano/
  • https://www.tensorflow.org/
  • https://keras.io/
  • https://academy.microsoft.com/en-us/professional-program/tracks/data-science/
  • https://www.kaggle.com/c/humpback-whale-identification
  • https://www.coursera.org/learn/machine-learning
  • https://www.kaggle.com/competitions
  • https://www.kaggle.com/
  • https://archive.ics.uci.edu/ml/datasets/iris
  • http://yann.lecun.com/exdb/mnist/
  • http://colah.github.io/posts/2015-08-Understanding-LSTMs/