Hanselminutes with Scott Hanselman

Getting started with Machine Learning and Sabrina Smai

Episode Summary

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?

Episode Notes

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/