Machine learning in Python with scikit-learn - What is machine learning, and how does it work?

Have you heard of "machine learning", and you're trying to figure out exactly what that means? I'll give you my definition, provide some examples of machine learning, and explain at a high level how machine learning "works". Download the notebook: https://github.com/justmarkham/scikit-learn-videos An Introduction to Statistical Learning: http://www-bcf.usc.edu/~gareth/ISL/ Learning Paradigms: http://work.caltech.edu/library/014.html WANT TO GET BETTER AT MACHINE LEARNING? HERE ARE YOUR NEXT STEPS: 1) WATCH my scikit-learn video series: https://www.youtube.com/playlist?list=PL5-da3qGB5ICeMbQuqbbCOQWcS6OYBr5A 2) SUBSCRIBE for more videos: https://www.youtube.com/dataschool?sub_confirmation=1 3) JOIN "Data School Insiders" to access bonus content: https://www.patreon.com/dataschool 4) ENROLL in my Machine Learning course: https://www.dataschool.io/learn/ 5) LET'S CONNECT! - Newsletter: https://www.dataschool.io/subscribe/ - Twitter: https://twitter.com/justmarkham - Facebook: https://www.facebook.com/DataScienceSchool/ - LinkedIn: https://www.linkedin.com/in/justmarkham/