Search

Home > Talk Python To Me - Python conversations for passionate developers > #135 Capturing human moments with AI and Python


	Podcast:		Talk Python To Me - Python conversations for passionate developers
	Episode:		#135 Capturing human moments with AI and Python
	Category:		Technology
	Duration:		00:54:09
	Publish Date:		2017-10-27 03:00:00
	Description:		We all have smartphones these days. And we take them with us everywhere we go. How much could you infer about a person (their stage in life, their driving style, their work / life balance) based on just a phone's motion and GPS data? With the right mix of analytics and machine learning, turns out you can learn a lot about a person. Are they a dog-owning workaholic? Or an early rising parent of young children? This week you'll meet Vincent Spruyt. He is the chief data scientist at Sentiance. A company building an SDK to answer these exact questions. You'll learn how they are using Python to make this happen and how they think this data could be used for the great good. Links from the show: Vincent on Twitter: @vincent_spruyt Sentiance blog: sentiance.com/blog Job openings: sentiance.com/jobs The demo app, Journeys: sentiance.com/demo Explanation video on Sentiance: youtube.com/watch?v=9WHhGycwmew And another video: youtube.com/watch?v=emTkGgQ-ejI MIT Innovators under 35 Europe award: innovatorsunder35.com/innovator/vincent-spruyt Vincent's personal blog: visiondummy.com Libraries TensorFlow: tensorflow.org Keras: keras.io XGboost: github.com/dmlc/xgboost CNN Networks: wikipedia.org/wiki/Convolutional_neural_network LSTM Networks: wikipedia.org/wiki/Long_short-term_memory DevPi: devpi.net/docs/devpi PyCharm: jetbrains.com/pycharm Python-Flamegraph: github.com/evanhempel/python-flamegraph
	Total Play:		0