Channel: Siraj Raval

Category: Education

Description: I just bought a Tesla Model 3 with Filecoin because my life is essentially the show "Silicon Valley", no matter where i live. It's the only car I've ever really wanted & the only car i would actually read the owner's manual for (i finished all 230+ pages on day 1). We have to hack this into this thing and build a useful machine learning app ourselves :D. Teslas are better thought of as robots than normal cars. They are computers on wheels, and the (unofficial) Tesla API gives us access to lots of streaming data. We're going to build a NodeJS web app that uses reinforcement learning (OpenAI Gym) + the Tesla API (TeslaJS) + real-time climate data (Weather API) to build our own version of real-time predictive temperature control. Think of this as an energy optimization problem. This week there will be 3 winners. I will chose 3 people who answered 3/3 questions correctly to each receive $175 in BTC/ETH/USDC. Everyone on earth is eligible. Start studying Javascript + ML + Tesla's Architecture (it's a robot) Will we be able to build something useful? Find out live, see you then! Subscribe for more educational videos! And like. And comment. Answer live questions here: itempool.com/llsourcell/live Code for the video: github.com/llSourcell/Tesla_Climate_Reinforcement_Learning Sign up for Code Royale: playcoderoyale.com Join my new discord server to discuss ML, life, gaming, everything: discord.gg/v8QqtPy3Af Tesla has an unofficial OAuth2 based API , this JS wrapper is best: github.com/mseminatore/TeslaJS Self Driving Cars Explained: youtube.com/watch?v=yt015gM-ync How to Simulate a Self Driving Car: youtube.com/watch?v=EaY5QiZwSP4 Some cool examples of Machine Learning in JS: github.com/josephmisiti/awesome-machine-learning#javascript My 10 video playlist on Reinforcement Learning: youtube.com/watch?v=fRmZck1Dakc Node.JS Machine Learning: youtube.com/watch?v=CMank9YmtTM Learn Machine Learning in 3 Months for free: youtube.com/watch/Cr6VqTRO1v0 Twitter: twitter.com/sirajraval Instagram: instagram.com/sirajraval Email: hello@sirajraval.com This week's prize money was sponsored by Zilliqa: dev.zilliqa.com - Zilliqa Developer Portal scilla.readthedocs.io - Scilla Documentation