Let's Hack my Tesla with Javascript LIVE
Skills:
LLM Foundations90%Fine-tuning LLMs80%LLM Engineering80%Prompting Basics60%Advanced Prompting60%
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:
https://itempool.com/llsourcell/live
Code for the video:
https://github.com/llSourcell/Tesla_Climate_Reinforcement_Learning
Sign up for Code Royale:
http://playcoderoyale.com/
Join my new discord server to discuss ML, life, gaming, everything:
https://discord.gg/v8QqtPy3Af
Tesla has an unofficial OAuth2 based API , this JS wrapper is best:
https://github.com/mseminatore/TeslaJS
Self Driving Cars Explained:
https://www.youtube.com/watch?v=yt015gM-ync
How to Simulate a Self Driving Car:
https://www.youtube.com/watch?v=EaY5QiZwSP4
Some cool examples of Machine Learning in JS:
https://github.com/josephmisiti/awesome-machine-learning#javascript
My 10 video playlist on Reinforcement Learning:
https://www.youtube.com/watch?v=fRmZck1Dakc
Node.JS Machine Learning:
https://www.youtube.com/watch?v=CM
Watch on YouTube ↗
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