Internet of Things Optimization
The Internet of things lives! More and more devices are coming prepackaged with internet access that wouldn’t normally be. That includes everything from smart salt shakers to smart tabletops. And because these devices have a connection to the world wide web, they can communicate with the outside world and each other, sharing information and even learning from one another. In this video, I'll explain how to use a reinforcement learning technique called "Monte Carlo" to optimize electricity consumption and cooling demands for a smart home. Enjoy!
Code for this video:
https://github.com/llSourcell/Internet_of_Things_Optimization
Please Subscribe! And like. And comment. That's what keeps me going.
Want more education? Connect with me here:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology
instagram: https://www.instagram.com/sirajraval
The School of AI:
https://www.theschool.ai
Github Syllabus:
https://github.com/llSourcell/Move_37_Syllabus
More learning resources:
https://www.kth.se/social/files/58b941d5f276542843812288/RL04-Monte-Carlo.pdf
https://courses.cs.washington.edu/courses/csep573/12au/lectures/18-rl.pdf
https://stat.ethz.ch/education/semesters/ss2016/seminar/files/slides/RL_MCM_heinzer_profumo.pdf
https://medium.com/deep-math-machine-learning-ai/ch-12-1-model-free-reinforcement-learning-algorithms-monte-carlo-sarsa-q-learning-65267cb8d1b4
http://www-edlab.cs.umass.edu/cs689/lectures/RL%20Lecture%205.pdf
https://github.com/dennybritz/reinforcement-learning/tree/master/MC
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
And please support me on Patreon:
https://www.patreon.com/user?u=3191693
#InternetOfThings #IOT #SirajRaval
Signup for my newsletter for exciting updates in the field of AI:
https://goo.gl/FZzJ5w
Hiring? Need a Job? See our job board!:
www.theschool.ai/jobs/
Need help on a project? See our consulting group:
www.theschool.ai/consulting-group/
Hit the Join button above to sign up to become a member of my channel for access to exclusive content! Join my AI community: http://chatgptschool.io/ Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available):
https://www.wagergpt.co
Видео Internet of Things Optimization канала Siraj Raval
Code for this video:
https://github.com/llSourcell/Internet_of_Things_Optimization
Please Subscribe! And like. And comment. That's what keeps me going.
Want more education? Connect with me here:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology
instagram: https://www.instagram.com/sirajraval
The School of AI:
https://www.theschool.ai
Github Syllabus:
https://github.com/llSourcell/Move_37_Syllabus
More learning resources:
https://www.kth.se/social/files/58b941d5f276542843812288/RL04-Monte-Carlo.pdf
https://courses.cs.washington.edu/courses/csep573/12au/lectures/18-rl.pdf
https://stat.ethz.ch/education/semesters/ss2016/seminar/files/slides/RL_MCM_heinzer_profumo.pdf
https://medium.com/deep-math-machine-learning-ai/ch-12-1-model-free-reinforcement-learning-algorithms-monte-carlo-sarsa-q-learning-65267cb8d1b4
http://www-edlab.cs.umass.edu/cs689/lectures/RL%20Lecture%205.pdf
https://github.com/dennybritz/reinforcement-learning/tree/master/MC
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
And please support me on Patreon:
https://www.patreon.com/user?u=3191693
#InternetOfThings #IOT #SirajRaval
Signup for my newsletter for exciting updates in the field of AI:
https://goo.gl/FZzJ5w
Hiring? Need a Job? See our job board!:
www.theschool.ai/jobs/
Need help on a project? See our consulting group:
www.theschool.ai/consulting-group/
Hit the Join button above to sign up to become a member of my channel for access to exclusive content! Join my AI community: http://chatgptschool.io/ Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available):
https://www.wagergpt.co
Видео Internet of Things Optimization канала Siraj Raval
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Really Quick Questions with Sebastian ThrunSchool of AI Research GrantsBeautiful Mathematics in the Natural World5 Ways to Increase ProductivityMove 37 Official Trailer10 Books to Learn Machine LearningHow to Find Meaningful Work In LifeIntroduction (Move 37)How to Learn Advanced Concepts Fast10 Ways to Learn Faster10 People that Inspire MeLearn Natural Language ProcessingSocial Media for DevelopersNeural Arithmetic Logic UnitsThe Trust That BindsComputer Science CurriculumLearn Data Science in 3 MonthsArtificial CuriosityAI that Dresses ItselfSolving the Basic Game of Pong