Siraj Raval
THE LAST EXAM | #FutureVisionXPRIZE Submission
updated
NFL Season is coming soon so it seems apt to create a machine learning model that can predict winning Daily Fantasy Sports players. In this AI tutorial, i'll explain how to use Python and Machine Learning to predict the winning NFL players. We'll also use this opportunity to learn about model training, deployment, and continuous learning. What does it look like when a model gets new data daily, retrains itself, and makes new predictions?
Betting Bot Code for this video:
github.com/llSourcell/Fantasy_Football_Predictions
Deployment code:
github.com/testdrivenio/fastapi-ml
Airflow code:
medium.datadriveninvestor.com/machine-learning-orchestration-using-apache-airflow-beginner-level-e4939492568c
ML Ops Builder Tool:
mymlops.com/builder
Join my AI community:
http://gptschool.app
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Linkedin: linkedin.com/in/sirajraval
Tiktok: tiktok.com/@sirajraval
I Built a Trading bot with Bing and ChatGPT:
youtu.be/5G1_zRME_pY
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Code:
github.com/llSourcell/DoctorGPT
Join my AI community:
http://gptschool.app
Please Subscribe! That's what keeps me going.
Want more AI/ML education? Connect with me here:
X: https://x.com/sirajraval
Instagram: instagram.com/sirajraval
Facebook: facebook.com/sirajology
Linkedin: linkedin.com/in/sirajraval
Tiktok: tiktok.com/@sirajraval
I Built a Trading bot with Bing and ChatGPT:
youtu.be/5G1_zRME_pY
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4
Code for this video:
colab.research.google.com/drive/1x5uLtvsHgtPVih9weX7_x1g0fHFsMPU6?usp=sharing
Join my AI community:
http://gptschool.app/
Please Subscribe! That's what keeps me going.
Want more AI/ML education? Connect with me here:
Twitter: twitter.com/sirajraval
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Facebook: facebook.com/sirajology
Linkedin: linkedin.com/in/sirajraval
Trading Interface:
https://app.alpaca.markets/
I Built a Trading bot with Bing and ChatGPT:
youtu.be/5G1_zRME_pY
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4
Join the discord:
discord.gg/zgEJxeYA2X
Talk to AI Jesus:
talktohim.org
Code:
github.com/llSourcell/AI_Jesus
Join my AI community: http://chatgptschool.io
Please Subscribe! That's what keeps me going.
Want more AI/ML education? Connect with me here:
Twitter: twitter.com/sirajraval
Instagram: instagram.com/sirajraval
Facebook: facebook.com/sirajology
Linkedin: linkedin.com/in/sirajraval
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
I Built a Trading Bot with ChatGPT and Bing:
youtube.com/watch?v=5G1_zRME_pY
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Composer:
https:///www.composer.trade Join my AI community: http://chatgptschool.io
ENROLL:
chatgptschool.io Join my AI community: http://chatgptschool.io
Code for this video:
github.com/101dotxyz/GPTeam
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Linkedin: linkedin.com/in/sirajraval
Trading Interface:
https://app.alpaca.markets/
I Built a Trading bot with Bing and ChatGPT:
youtu.be/5G1_zRME_pY
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4
Join the discord:
discord.gg/zgEJxeYA2X Join my AI community: http://chatgptschool.io
Please Subscribe! That's what keeps me going.
Code for this video:
1. Twitter Scraping + Sentiment: colab.research.google.com/drive/1UtibjMGUEaAj1zL0WvKwHZLgRTXZ3rrw?usp=sharing
2. ChatGPT Clone:
github.com/danny-avila/chatgpt-clone
3. OddsJam scraping code:
gist.github.com/llSourcell/efee4aaff3c469f5232875457c60cffd
4. Stathead scraping code:
github.com/gszwabowski/MLB-StatHead-Scraping/blob/main/MLB_StatHead_Scraping.ipynb
Want more AI/ML education? Connect with me here:
Twitter: twitter.com/sirajraval
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Linkedin: linkedin.com/in/sirajraval
I Built another Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
I Built a Trading Bot with Bing and ChatGPT:
youtu.be/5G1_zRME_pY
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4
Join the discord:
discord.gg/zgEJxeYA2X Join my AI community: http://chatgptschool.io
Please Subscribe! That's what keeps me going.
Composer:
https://www.composer.trade/
Want more AI/ML education? Connect with me here:
Twitter: twitter.com/sirajraval
Instagram: instagram.com/sirajraval
Facebook: facebook.com/sirajology
Linkedin: linkedin.com/in/sirajraval
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4
Join the discord:
discord.gg/zgEJxeYA2X Join my AI community: http://chatgptschool.io
Please Subscribe! That's what keeps me going.
ChatGPT Clone code :
github.com/danny-avila/chatgpt-clone
Free Twitter Sentiment Analysis:
colab.research.google.com/drive/1UtibjMGUEaAj1zL0WvKwHZLgRTXZ3rrw?usp=sharing
OddsJam +EV scrape code: gist.github.com/llSourcell/efee4aaff3c469f5232875457c60cffd
StatHead Historical Data scrape code: github.com/gszwabowski/MLB-StatHead-Scraping/blob/main/MLB_StatHead_Scraping.ipynb
Proof of Settled Bets (Money-line on LA Dodgers vs Cardinals):
polygonscan.com//tx/0xae044a179f60895381c45cddc17d0515b283e384a6172a7e53e6e30ae89963c2
Tools Used
--------------------
1. OddsJam (+EV Data) - oddsjam.com/?ref=ntjlnwv
2. BingAI - bing.com/chat
3. ChatGPT - chat.openai.com
4. StatHead - stathead.com/users/signup.cgi
5. Python - python.org
6. Javascript - javascript.com
7. MongoDB - mongodb.com
8. DexSport (crypto bets) - dexsport.io
Want more AI/ML education? Connect with me here:
Twitter: twitter.com/sirajraval
TikTok: tiktok.com/@sirajraval
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Linkedin: linkedin.com/in/sirajraval
14 Step tutorial
------------------------------------------------
1: Download ChatGPT Clone from GitHub.
2: Install NodeJS
3: Create a MongoDB Database
4: Retrieve Your OpenAI API Key and Bing Access Tokens
5: Create the .ENV file to store all credentials
6: Run npm ci in the API and client directories.
7: Run npm run build in the client directory to try it
8: Run Twitter Sentiment Analysis using snscrape in python for free.
9: If the prompt contains the word twitter, execute it.
10: Use Puppeteer in Javascript and Bing to read OddsJam for daily +EV picks. (Prompt Bing with the phrase "TL;DR (OddsJam +EV picks article)" and it will tell you top picks). Replace parentheses with a URL of your selected article to summarize.
11: If the prompt contains a specific sport, execute it
12: Sign up for an account on Statshead
13: Use python and selenium to scrape this data.
14: If the prompt contains the word data, execute it
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE&t=0s
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ Join my AI community: http://chatgptschool.io
Code for this video:
colab.research.google.com/drive/1tz7qFsD33sGBFbmq9cVDPYXKq5q46Yhr?usp=sharing
colab.research.google.com/drive/11dTzo3h-wffilgccLp7swxS_xlQQs4Yu?usp=sharing
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discord.gg/zgEJxeYA2X
My InsideTracker Blood Test Data:
drive.google.com/file/d/1vdpQSU9ndRx-CsHByWdH4UaPjBYCP6Hb/view?usp=sharing
More Videos:
I Built a Secret AI Youtube Channel:
youtube.com/watch?v=s6v7lCwueIE
ChatGPT in 5 Minutes:
youtube.com/watch?v=s6v7lCwueIE
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4
More Resources:
Lifespan Book - lifespanbook.com Join my AI community: http://chatgptschool.io
Code for this video:
colab.research.google.com/drive/1WqMHClg3TfFHoZ6wrp4_RBDWGGYNVgcd?usp=sharing
colab.research.google.com/drive/1EtRvD_lSGhLGA2bxSKeoX5oICq9INeH1?usp=sharing
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Katherine's Youtube channel:
youtube.com/@katherine_AI/shorts
EDIT: the channel was banned for some unknown reason but check out her TikTok:
tiktok.com/@katherine_ai
Join our Discord:
discord.gg/zgEJxeYA2X
ChatGPT in 5 Minutes:
youtu.be/s6v7lCwueIE
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4
Google Script:
script.google.com
Midjourney:
midjourney.com/home/?callbackUrl=%2Fapp%2F
D-ID:
studio.d-id.com Join my AI community: http://chatgptschool.io
Please subscribe! That would make me the happiest, and encourage me to output similar content.
Code for this video:
github.com/llSourcell/ChatGPT_in_5_Minutes
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Want more AI/ML education? Connect with me here:
Twitter: twitter.com/sirajraval
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Join our discord:
discord.gg/zgEJxeYA2X
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
Watch Me Build a Startup Playlist:
youtube.com/watch?v=oeraUtRgsbI&list=PL2-dafEMk2A4n3aP_rzgqA8lVGknkSN2p&index=1
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4 Join my AI community: http://chatgptschool.io
Live demo: https://siraj-brain-gpt-client.vercel.app/
Code: github.com/llSourcell/ChatGPT_Clone
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Join the discord:
discord.gg/zgEJxeYA2X
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
1 Click Landing Page with Durable:
durable.co/ai-website-builder?via=yrs
I Built a Sports Betting Bot with ChatGPT:
youtube.com/watch?v=IDthta5sUGQ
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
Watch Me Build a Startup Playlist:
youtube.com/watch?v=oeraUtRgsbI&list=PL2-dafEMk2A4n3aP_rzgqA8lVGknkSN2p&index=1&t=0s
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4
A legit explanation of ChatGPT internals from a PhD at Google:
youtube.com/watch?v=VPRSBzXzavo Join my AI community: http://chatgptschool.io
Sports Betting Bot Code:
github.com/llSourcell/ChatGPT_Sports_Betting_Bot
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Proof of Settled Bets:
polygonscan.com/address/0xaf3a394ddc02a5a80c60d4b36d7798ff0992611e
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Join the discord:
discord.gg/zgEJxeYA2X
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
Watch Me Build a Startup Playlist:
youtube.com/watch?v=oeraUtRgsbI&list=PL2-dafEMk2A4n3aP_rzgqA8lVGknkSN2p&index=1
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4 Join my AI community: http://chatgptschool.io
Code for this video:
github.com/llSourcell/ChatGPT_Trading_Bot
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Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
Watch Me Build a Startup Playllist:
youtube.com/watch?v=oeraUtRgsbI&list=PL2-dafEMk2A4n3aP_rzgqA8lVGknkSN2p&index=1
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4 Join my AI community: http://chatgptschool.io
Code:
github.com/llSourcell/anime_generator_startup_template
Demo:
https://animusica.vercel.app/
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Join our discord:
discord.gg/zgEJxeYA2X
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
Watch Me Build an AI Startup Playlist:
youtube.com/watch?v=oeraUtRgsbI&list=PL2-dafEMk2A4n3aP_rzgqA8lVGknkSN2p&index=1&t=0s
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4 Join my AI community: http://chatgptschool.io
Code:
github.com/bayeshack/Tax_Saver
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Join our discord:
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AI Tools Directory:
futurepedia.io
One Click Landing Page:
durable.co
ChatGPT:
chat.openai.com
OpenAI API:
openai.com/api
Flutter:
https://flutter.dev/
Firebase:
firebase.google.com
Plaid:
plaid.com
Watch Me Build an AI Startup Playlist:
youtube.com/watch?v=oeraUtRgsbI&list=PL2-dafEMk2A4n3aP_rzgqA8lVGknkSN2p&index=1
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4
Tesla Simulator:
youtube.com/watch?v=NhSKCDIi5RE
ChatGPT Builds an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ Join my AI community: http://chatgptschool.io
Code:
github.com/llSourcell/GPT_Demo
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Watch Me Build an AI Startup Playlist:
youtube.com/watch?v=oeraUtRgsbI&list=PL2-dafEMk2A4n3aP_rzgqA8lVGknkSN2p
Learn Machine Learning in 3 Months:
youtube.com/watch?v=dS2HYPY7T-4&feature=youtu.be
Tesla Simulator:
youtube.com/watch?v=NhSKCDIi5RE Join my AI community: http://chatgptschool.io
Code + Coding Challenge (due date is Dec 22, 2022):
github.com/llSourcell/Tesla-Simulator
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Actor Critic:
youtube.com/watch?v=w_3mmm0P0j8
Deep Q Learning:
youtube.com/watch?v=79pmNdyxEGo
Self Driving Cars:
youtube.com/watch?v=yt015gM-ync
Convolutional Networks:
youtube.com/watch?v=FTr3n7uBIuE
youtube.com/watch?v=KuXjwB4LzSA
Tesla AI Day:
youtube.com/watch?v=ODSJsviD_SU
Nvidia 2016 End to End Deep Learning Paper:
developer.nvidia.com/blog/deep-learning-self-driving-cars
Vision Transformers Paper:
github.com/google-research/vision_transformer
ONNX Library:
github.com/elliotwaite/pytorch-to-javascript-with-onnx-js
How to Use GitHub:
youtube.com/watch?v=Loav1kbA640& Join my AI community: http://chatgptschool.io
Curriculum from this video:
github.com/llSourcell/LearnML
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Curriculum Links
-----------------------------------------------------
Month 1: Machine Learning
Week 1: Python Fundamentals - allendowney.github.io/DSIRP/index.html
Week 2: Math of Machine Learning -
http://www.xaktly.com/XMathMain.html
Week 3: Data Analysis -
kaggle.com/learn
Week 4: Machine Learning Techniques -
github.com/ipython-books/cookbook-2nd
Month 2: Deep Learning
Week 1: Neural Networks
http://d2l.ai
Week 2: Transformers
huggingface.co/course/chapter1/1
Week 3: Diffusers
fast.ai/posts/part2-2022-preview.html
Week 4: Deep Reinforcement Learning
simoninithomas.github.io/deep-rl-course
Month 3: Machine Learning Operations
Week 1: Design -
madewithml.com
Week 2: Development -
fullstackdeeplearning.com/course/2022
Week 3: Production -
github.com/DataTalksClub/mlops-zoomcamp
Week 4: Data Engineering -
github.com/DataTalksClub/data-engineering-zoomcamp Join my AI community: http://chatgptschool.io
Coding Challenge for this video:
github.com/llSourcell/Bitcoin_Mining_Shoes
Submission Form for Challenge:
https://forms.gle/Tt4q8nrhT5CtssBg7
It would mean so much to me if you subscribe to my YouTube Channel! bit.ly/2SvhG7v
My First Youtube Video (What is Bitcoin?) :
youtube.com/watch?v=nVFDZsxOMRg
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Code for this video:
github.com/llSourcell/lending_dapp
Coding challenge (Due Date: 12 December 2021):
Post your simple DeFi app to Twitter, Instagram, or facebook with the hashtag #BuiltWithPolygon
Learn more about Polygon:
https://docs.polygon.technology/
Web 3.0 Explained:
youtube.com/watch?v=aPVmd7SyKfQ&t=949s
Ethereum Explained:
youtube.com/watch?v=-_Qs0XdPpw8&t=1037s
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Please subscribe for more programming videos! That's what keeps me going. Join my AI community: http://chatgptschool.io
Learn more at https://buidlit.polygon.technology/
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Big thanks to RapidAPI for sponsoring this video series:
rapidapi.com/hub?utm_source=Siraj-Raval&utm_medium=DevRel&utm_campaign=DevRel
Credits and Learning Resources:
SimpleDAO example:
github.com/partylikeits1983/simpleDAO
Aragon DAO builder:
aragon.org
GitHub CoPilot:
copilot.github.com
Truffle Petshop tutorial:
trufflesuite.com/tutorial
Solidity Programming:
docs.soliditylang.org/en/v0.8.9
Ganache Blockchain:
trufflesuite.com/ganache
MetaMask Wallet:
metamask.io
IPFS:
ipfs.io
Web3.js:
web3js.readthedocs.io/en/v1.5.2
Ethereum Explained:
youtube.com/watch?v=-_Qs0XdPpw8&t=0s
What are Smart Contracts:
youtube.com/watch?v=dP0-8D2fSb8&t=0s
Your first Dapp:
youtube.com/watch?v=gSQXq2_j-mw&t=1668s
Web 3 Explained:
youtube.com/watch?v=aPVmd7SyKfQ&t=1448s
InsideTracker:
insidetracker.com
Remix IDE:
remix.ethereum.org
AlphaCare Series:
Episode 1:
youtube.com/watch?v=fGv6VmfGMLc&t=0s
Episode 2:
youtube.com/watch?v=PrqdEJZOrWE&t=0s
Episode 3:
youtube.com/watch?v=XYSZZxWoVuw&t=0s
Episode 4:
youtube.com/watch?v=XOCuQAKhsMw
Follow me:
INSTAGRAM:
instagram.com/sirajraval
TWITTER:
twitter.com/sirajraval
FACEBOOK:
facebook.com/sirajologyyy
LINKEDIN:
linkedin.com/in/sirajraval
Please subscribe for more programming videos! That's what keeps me going. Join my AI community: http://chatgptschool.io
Big thanks to RapidAPI for sponsoring this video series:
rapidapi.com/hub?utm_source=Siraj-Raval&utm_medium=DevRel&utm_campaign=DevRel
My Genome NFT:
opensea.io/assets/matic/0x2953399124f0cbb46d2cbacd8a89cf0599974963/49158307775222437314454849022698826497005656816380415892912984174831949840385
Credits and Learning Resources:
How does Ethereum Work anyway?:
preethikasireddy.com/post/how-does-ethereum-work-anyway
23andme data analysis:
github.com/oconnoag/A_Deeper_Dive_Into_23andMe_Data
ERC-721:
ethereum.org/en/developers/docs/standards/tokens/erc-721
OpenZeppelin:
docs.openzeppelin.com/contracts/3.x/erc721
Mint an NFT:
medium.com/geekculture/how-to-programmatically-deploy-and-mint-a-simple-nft-on-the-polygon-blockchain-88e1beede15d
Mint an NFT with IPFS:
medium.com/pinata/how-to-create-layer-2-nfts-with-polygon-and-ipfs-aef998ff8ef2
AlphaCare Episode 1:
youtube.com/watch?v=fGv6VmfGMLc
AlphaCare Episode 2:
youtube.com/watch?v=PrqdEJZOrWE
AlphaCare Episode 3:
youtu.be/XYSZZxWoVuw
Ethereum Explained:
youtube.com/watch?v=-_Qs0XdPpw8
What are Smart Contracts?:
youtube.com/watch?v=dP0-8D2fSb8
Follow me:
INSTAGRAM:
instagram.com/sirajraval
TWITTER:
twitter.com/sirajraval
FACEBOOK:
facebook.com/sirajologyyy
LINKEDIN:
linkedin.com/in/sirajraval
Please subscribe for more programming videos! That's what keeps me going. Join my AI community: http://chatgptschool.io
Big thanks to RapidAPI for sponsoring this video series:
rapidapi.com/hub?utm_source=Siraj-Raval&utm_medium=DevRel&utm_campaign=DevRel
Omics Datasets:
omicsdi.org/search
More Omics Datasets:
ncbi.nlm.nih.gov/geo/browse/?view=series&display=20&zsort=samples
Code Credits:
Example 1 (CITE-Seq autoencoder prognosis):
github.com/naity/citeseq_autoencoder
Example 2 (UMAP diagnosis):
github.com/NikolayOskolkov/UMAPDataIntegration
Example 3 (AlphaFold Protein Folding Prediction:
alphafold.ebi.ac.uk
colab.research.google.com/github/sokrypton/ColabFold/blob/main/AlphaFold2.ipynb#scrollTo=KK7X9T44pWb7
Example 4 (GAN for Genomic Data Synthesis):
github.com/Unique-Divine/GANs-for-Genomics
Generative Biome HTML:
github.com/marpi/biomes
More Learning Resources:
AlphaCare Episode 1:
youtube.com/watch?v=fGv6VmfGMLc
AlphaCare Episode 2:
youtube.com/watch?v=PrqdEJZOrWE&t=10s
AlphaFold Tutorial:
youtube.com/watch?v=GQH-zWUylPY
How I Gamify Learning:
youtube.com/watch?v=nH85q7gC8uw
Learn Machine Learning in 3 months:
youtube.com/watch?v=Cr6VqTRO1v0
Multiomics Paper 1:
ncbi.nlm.nih.gov/pmc/articles/PMC7003173
Multiomics Paper 2:
frontiersin.org/articles/10.3389/fgene.2020.610798/full
Follow me:
INSTAGRAM:
instagram.com/sirajraval
TWITTER:
twitter.com/sirajraval
FACEBOOK:
facebook.com/sirajologyyy
LINKEDIN:
linkedin.com/in/sirajraval
Please subscribe for more programming videos! That's what keeps me going. Join my AI community: http://chatgptschool.io
Big thanks to RapidAPI for sponsoring this video series:
rapidapi.com/hub?utm_source=Siraj-Raval&utm_medium=DevRel&utm_campaign=DevRel
Code & Coding Challenge:
github.com/llSourcell/AlphaCare/tree/main/Perceiver
Challenge Submission Link:
https://forms.gle/2DJkYts4HAfHMKpm8
More Learning Resources:
Perceiver explainer by Yannic Kilcher:
youtube.com/watch?v=P_xeshTnPZg&t=1365s
AlphaCare Episode 1 link:
youtu.be/fGv6VmfGMLc
Perceiver Explainer by AI Epiphany:
youtube.com/watch?v=WJWBq4NZfvY
MIT Video on CNNs:
youtube.com/watch?v=iaSUYvmCekI
Henry AI Labs Video on 3D CNNs:
youtube.com/watch?v=rcnKGMNyVu4
ECG Time Series Classification Video in PyTorch:
youtube.com/watch?v=qN3n0TM4Jno
Awesome list of papers + code on ECG Classification:
paperswithcode.com/task/ecg-classification
List of awesome materials on Deep Learning in healthcare:
github.com/XiaoleiZ/awesome-list-machine-learning-healthcare
Free EdX course on ML in Healthcare:
edx.org/course/machine-learning-for-healthcare
Andrew Ng's Free Deep Learning courses:
deeplearning.ai
Dr David Sinclair at Harvard Medical's Book that inspired me:
lifespanbook.com
My Math of Intelligence Playlist:
youtube.com/watch?v=xRJCOz3AfYY&list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D
Free Book on Intro to Statistical Learning:
statlearning.com
Follow me:
INSTAGRAM:
instagram.com/sirajraval
TWITTER:
twitter.com/sirajraval
FACEBOOK:
facebook.com/sirajologyyy
LINKEDIN:
linkedin.com/in/sirajraval
TIKTOK (i'll start posting soon):
tiktok.com/@sirajraval?lang=en
Please subscribe for more programming videos! That's what keeps me going. Join my AI community: http://chatgptschool.io
Big thanks to RapidAPI for sponsoring this video series:
rapidapi.com/hub?utm_source=Siraj-Raval&utm_medium=DevRel&utm_campaign=DevRel
Code & Coding Challenge:
github.com/llSourcell/AlphaCare
Challenge Submission Link:
https://forms.gle/kBQJvfYzqEzWKUBJ9
Credits:
Physik for his ECG Flask example app:
github.com/physhik/ecg-mit-bih
Khatri007 for his MIT BIH CNN example:
kaggle.com/khatri007/mitbh-cnn
mtobeiyf for his Keras-Flask starter app
github.com/mtobeiyf/keras-flask-deploy-webapp
Roger Faerick for the Wavelet example:
gist.github.com/endolith/2783866
NichaelPham for his ECG Visualization interface:
github.com/nichealpham/cassandra-demo-app
EastSideArrythmia for the surgery clip:
youtube.com/watch?v=IJXfsZiQWCY
Alila Medical Media for the heart animation:
youtube.com/watch?v=tPqs4xKPG3A
RapidAPI symptom checker:
rapidapi.com/priaid/api/symptom-checker
More Learning Resources:
My Medical Imaging Classification video:
youtube.com/watch?v=DCcmFXXAHf4&
My CNN explainer:
youtube.com/watch?v=FTr3n7uBIuE&
MIT Video on CNNs:
youtube.com/watch?v=iaSUYvmCekI
Henry AI Labs Video on 3D CNNs:
youtube.com/watch?v=rcnKGMNyVu4
ECG Time Series Classification Video in PyTorch:
youtube.com/watch?v=qN3n0TM4Jno
Awesome list of papers + code on ECG Classification:
paperswithcode.com/task/ecg-classification
List of awesome materials on Deep Learning in healthcare:
github.com/XiaoleiZ/awesome-list-machine-learning-healthcare
Free EdX course on ML in Healthcare:
edx.org/course/machine-learning-for-healthcare
Andrew Ng's Free Deep Learning courses:
deeplearning.ai
Dr David Sinclair at Harvard Medical's Book that inspired me:
lifespanbook.com
My Math of Intelligence Playlist:
youtube.com/watch?v=xRJCOz3AfYY&list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D
Free Book on Intro to Statistical Learning:
statlearning.com
Follow me:
INSTAGRAM:
instagram.com/sirajraval
TWITTER:
twitter.com/sirajraval
FACEBOOK:
facebook.com/sirajologyyy
LINKEDIN:
linkedin.com/in/sirajraval
TIKTOK (i'll start posting soon):
tiktok.com/@sirajraval?lang=en
Please subscribe for more programming videos! That's what keeps me going. Join my AI community: http://chatgptschool.io
Code Download Link (10 GB file on Google Drive, the game is too big for GitHub):
drive.google.com/file/d/1qBK8nr1NRrIfDkcNET0EMKjJ5LV6qL6E/view?usp=sharing
Windows Build:
drive.google.com/file/d/1xaiy5sfXAWf4lg-gBIb7nTAm2fSNIDYR/view?usp=sharing
Mac Build:
drive.google.com/file/d/1Yf5z-9rBiGLL7csvl8cKETjXcjypqFDp/view?usp=sharing
Credits:
Raffael Dickreuter:
linkedin.com/in/raffael3d
instagram.com/raffaelphoto_com/?hl=en
Edward Ellingford:
instagram.com/generic_non_offensive_username
Rohit Gangurde:
linkedin.com/in/rohitsgang
instagram.com/rohit_gang
Sarah Herberger:
linkedin.com/in/sarah-e-herberger
instagram.com/onyxsarah
youtu.be/vSm72_4a2vA
Please Subscribe! And Like. And Comment. Join my AI community: http://chatgptschool.io
Email your resume & cover letter to:
resume@sirajraval.com
Please Subscribe! And Like. And Comment. Join my AI community: http://chatgptschool.io
Essentia link:
https://essentia.one/
EltNEG's code repository (proof of stake code example, 300 lines vs 100 in the video):
github.com/eltNEG/proof_of_stake/blob/master/pos.py
This is a sponsored video, thanks Essentia for sponsoring! Relevant links below
------------------------------------------------
Recent listing on Gate.io twitter.com/gate_io/status/1376061250132672514?s=20
Next Listing will be Kucoin
Here is the staking options with Essentia:
twitter.com/Essentia_One/status/1369571595556098049?s=20
Stake 100k $ess for a Mercury Node. Current APY 33.79%
Stake 300k $ess Mars Node. Current APY 33.79%
Stake Proof of Stake 10k $ess above till any amount. Current APY 37.06% There will never be a Server fee.
The Apy is almost the same see https://blockexplorer.essentia.one/masternodes for more info
Essentia will refund the gas fees and the server. See conditions here twitter.com/Essentia_One/status/1375443614189428738?s=20
Join Essentia.one Telegram Group - https://t.me/essentia_one
Follow Essentia on Twitter - twitter.com/Essentia_One
Thanks for watching! Credit for all software demonstrated in this video go to the Essentia team, the Ethereum foundation, and EltNEG.
Please Subscribe. Like. And Comment. Join my AI community: http://chatgptschool.io
Essentia link:
https://essentia.one/
Jchittoda's code repository (atomic swap contract in the video):
github.com/jchittoda/eth-atomic-swap
This is a sponsored video, thanks Essentia for sponsoring! Relevant links below
------------------------------------------------
Recent listing on Gate.io twitter.com/gate_io/status/1376061250132672514?s=20
Here are the staking options with Essentia:
twitter.com/Essentia_One/status/1369571595556098049?s=20
The Apy is almost the same:
https://blockexplorer.essentia.one/masternodes
https://essentia.one/
Join Essentia.one Telegram Group - https://t.me/essentia_one
Follow Essentia on Twitter - twitter.com/Essentia_One
Coingecko: coingecko.com/en/coins/essentia
Whitepaper: https://essentia.one/files/essentia_whitepaper_draft.pdf
Token Utilitiy https://essentia.one/files/token_utility_draft.pdf
Thanks for watching! Credit for all software demonstrated in this video go to the Essentia team, the Ethereum foundation, and jchittoda.
Please Subscribe. Like. And Comment. Join my AI community: http://chatgptschool.io
Sign up to answer live questions, compete for the prize pool, and later on receive access to the iOS/Android/Mac/Windows release:
playcoderoyale.com
Backup link to answer Qs in case the web app doesn't work
itempool.com/llSourcell/live
Join the discord:
discord.gg/v8QqtPy3Af
Subscribe for more educational videos! And Like. And Comment.
Study Curriculum
====================================
Watch my Math of Machine Learning video:
youtube.com/watch?v=8onB7rPG4Pk
Watch my Time Series prediction video too:
youtube.com/watch?v=d4Sn6ny_5LI
Bookmark at least 1 of these 10 ML books to start reading this week:
youtube.com/watch?v=1lxHH1UBTBU
Deep Q Learning for Video Games, a fun primer on reinforcement learning:
youtube.com/watch?v=79pmNdyxEGo
Watch my whole Math of Intelligence playlist, where art meets ML:
youtube.com/watch?v=xRJCOz3AfYY
===================================
Learn Machine Learning in 3 Months for free:
youtube.com/watch/Cr6VqTRO1v0
Connect with me on
Twitter: www.twitter.com/sirajraval
Instagram: www.instagram.com/sirajraval
Email: hello@sirajraval.com
Interested in being a sponsor? Email me. Join my AI community: http://chatgptschool.io
Sign up here to answer live questions and compete for the cash prize pool this week:
itempool.com/llsourcell/live
Code for this episode:
github.com/llsourcell/tesla_bitcoin_miner
Signup for Code Royale to get notified of release on PC/Mac/iOS/Android on Feb 1! It will be the most enjoyable, free to play, beginner friendly way to learn Machine Learning:
www.playcoderoyale.com
This week's live game study curriculum:
----------------------------------------------------------------------
Watch the 1st Youtube Video I ever made!! (What is Bitcoin?):
youtube.com/watch?v=nVFDZsxOMRg
Watch How to Build a Bitcoin Startup:
youtube.com/watch?v=w81Z8JHARTk
Watch my interview with my friend Bryan Armstrong (CEO coinbase):
youtube.com/watch?v=grNU_svKs3o
Watch how Blockchain works:
youtube.com/watch?v=LZEHOlZY2To
Gloss over my Blockchain curriculum:
youtube.com/watch?v=wVVGv2bmxow
Watch the problem with blockchain:
youtube.com/watch?v=U2EYT5P4LvM
and go get my book "Decentralized Applications" (O'reilly) and read it! If you can't afford a copy, pirate it! you have my permission
------------------------------------------------------------------------------------
Join the Code Royale discord server to connect with other Data Wizards before & after the stream:
discord.gg/v8QqtPy3Af
Learn Machine Learning in 3 Months for free:
youtube.com/watch/Cr6VqTRO1v0
Twitter: www.twitter.com/sirajraval
Instagram: www.instagram.com/sirajraval
Email: hello@sirajraval.com
Want to sponsor these weekly games? Email me, I am actively looking for a new sponsor. Join my AI community: http://chatgptschool.io
Answer live questions here:
www.itempool.com/llSourcell/live
Train custom data on YOLO:
github.com/ultralytics/yolov5/wiki/Train-Custom-Data
Subscribe for more educational videos! And like. And comment.
Join the Code Royale discord server to connect with other Data Wizards before & after the stream:
discord.gg/v8QqtPy3Af
------------------------------------------------------------------------------------
This week's study curriculum to prepare for the game below:
Read the YOLO v1 Paper
arxiv.org/pdf/1506.02640.pdf
Watch My YOLO video:
youtube.com/watch?v=4eIBisqx9_g
Read this Nvidia doc on YOLO:
docs.nvidia.com/isaac/isaac/packages/yolo/doc/yolo.html
------------------------------------------------------------------------------------
Learn Machine Learning in 3 Months for free:
youtube.com/watch/Cr6VqTRO1v0
Twitter: www.twitter.com/sirajraval
Instagram: www.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 Join my AI community: http://chatgptschool.io
Answer live questions here:
http://playcoderoyale.com/live
Code for this video:
gist.github.com/llSourcell/7c0d06ee611e62173a8af319d5e4c009
Subscribe for more educational videos! And like. And comment.
Sign up for Code Royale before we close the waitlist in a few days:
http://playcoderoyale.com
Join the Code Royale discord server to connect with other Data Wizards before & after the stream:
discord.gg/v8QqtPy3Af
------------------------------------------------------------------------------------
This week's study curriculum to prepare for the game below:
Read this chapter of "Computer Science from the Bottom Up":
bottomupcs.com/chapter02.xhtml
Gloss over a few CUDA quickstart guides:
docs.nvidia.com/cuda/index.html
1 question WILL be compiler-related. Read this magnificent work of art on LLVM by Chris Lattner:
http://aosabook.org/en/llvm.html
Watch My "Cheapest DL PC in 2020" video:
youtube.com/watch?v=G6PtQis8GDo
------------------------------------------------------------------------------------
Learn Machine Learning in 3 Months for free:
youtube.com/watch/Cr6VqTRO1v0
Twitter: www.twitter.com/sirajraval
Instagram: www.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 Join my AI community: http://chatgptschool.io
This week there will again 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. Each of the questions will be related to Apple Machine Learning technology. Will we be able to build something useful? Find out live, see you then!
Sign up for Code Royale before we close the waitlist in a few days:
http://playcoderoyale.com
Answer live questions here:
http://playcoderoyale.com/live
Join the Code Royale discord server to connect with other Data Wizards before & after the stream:
discord.gg/v8QqtPy3Af
------------------------------------------------------------------------------------
This week's study curriculum to prepare for the game below:
Gloss over Apple's ML Compute Framework:
developer.apple.com/documentation/mlcompute
Look at this Mac optimized Tensorflow code:
github.com/apple/tensorflow_macos
My friend George Hotz was streaming some amazing m1 hacking earlier, look through some of this:
youtube.com/watch?v=H6ZpMMDvB1M
Read the CUDA quick start:
docs.nvidia.com/cuda/cuda-quick-start-guide/index.html
------------------------------------------------------------------------------------
Learn Machine Learning in 3 Months for free:
youtube.com/watch/Cr6VqTRO1v0
Twitter: www.twitter.com/sirajraval
Instagram: www.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 Join my AI community: http://chatgptschool.io
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:
http://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: www.twitter.com/sirajraval
Instagram: www.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 Join my AI community: http://chatgptschool.io
Sign up today:
playcoderoyale.com
Code Royale Socials:
DISCORD:
discord.gg/v8QqtPy3Af
FACEBOOK:
fb.me/playcoderoyale
MESSENGER:
https://m.me/playcoderoyale
TWITTER:
twitter.com/playcoderoyale
REDDIT:
reddit.com/r/CodeRoyale
LINKEDIN:
linkedin.com/company/code-royale
TWITCH:
twitch.tv/playcoderoyale
INSTAGRAM:
instagram.com/playcoderoyale
TIKTOK
tiktok.com/@playcoderoyale
support@playcoderoyale.com
The background music is "To Build a Home" by The Cinematic Orchestra Join my AI community: http://chatgptschool.io
Subscribe for more educational videos! And like. And comment.
Answer live questions here:
itempool.com/llsourcell/live
The best collection of ML for Rust resources:
http://www.arewelearningyet.com
Yay it's Tensorflow in Rust:
github.com/tensorflow/rust
Great Into to Rust Youtube playlist:
youtube.com/playlist?list=PLLqEtX6ql2EyPAZ1M2_C0GgVd4A-_L4_5
Massive collection of Rust resources:
github.com/ctjhoa/rust-learning
Cool indie Rust Documentation:
learning-rust.github.io
The official Rust learning docs:
rust-lang.org/learn
Great Rust intro video:
youtube.com/watch?v=a8abW3RlOn8
Learn Machine Learning in 3 Months for free:
youtube.com/watch/Cr6VqTRO1v0
This week's prize money was sponsored by Zilliqa:
dev.zilliqa.com - Zilliqa Developer Portal
scilla.readthedocs.io - Scilla Documentation Join my AI community: http://chatgptschool.io
Please Subscribe! And Like. And Comment. That's what keeps me going.
Answer live questions here:
itempool.com/llsourcell/live
Read through PennyLane's Quantum Machine Learning docs to prepare yourself and come Friday, let the games begin:
pennylane.ai/qml
Learn Machine Learning in 3 Months for free:
youtube.com/watch/Cr6VqTRO1v0 Join my AI community: http://chatgptschool.io
Please Subscribe! And Like. And Comment. That's what keeps me going.
Answer live questions here:
itempool.com/llsourcell/live
Read through HuggingFace's NLP docs to prepare yourself and come Tuesday, let the games begin:
github.com/huggingface
Learn Machine Learning in 3 Months for FREE:
youtube.com/watch/Cr6VqTRO1v0
Best Language Model doc:
http://www.cs.columbia.edu/~mcollins/lm-spring2013.pdf
Markov Chains:
sciencedirect.com/topics/mathematics/markov-process
Best Reformer illustration:
towardsdatascience.com/illustrating-the-reformer-393575ac6ba0
A collection of Sanskrit English projects to help you get started:
github.com/search?l=Jupyter+Notebook&q=sanskrit&type=Repositories
This week's prize $ was sponsored by ClassPert (free search engine for courses):
classpert.com Join my AI community: http://chatgptschool.io
Please Subscribe! And Like. And Comment. That's what keeps me going.
Answer questions via: itempool.com/llsourcell/live Join my AI community: http://chatgptschool.io
Please Subscribe! And Like. And Comment. It means a lot to me.
William Lin's Channel:
youtube.com/channel/UCKuDLsO0Wwef53qdHPjbU2Q
TWITTER: twitter.com/sirajraval
INSTAGRAM: instagram.com/sirajraval
FACEBOOK: facebook.com/sirajology
EMAIL: hello@sirajraval.com
Learn Machine Learning in 3 Months for free:
youtube.com/watch?v=Cr6VqTRO1v0&t=0s&index=2&list=PLbPjwBfGhDfE0DZpUbVixr2SDDbhbM6Hg
Learn Data Science in 3 Months for free:
youtube.com/watch?v=9rDhY1P3YLA
Learn Computer Science in 5 Months for free:
youtube.com/watch?v=-OvRVlqKebI
Learn NLP in 3 months for free:
youtube.com/watch?v=GazFsfcijXQ
Do you want to learn some of the most advanced topics in Computer Science fast and easily? Choose any one of the free educational playlists on my youtube channel, sit back, and feel the learn. Join my AI community: http://chatgptschool.io
Subscribe for more educational videos! Join my AI community: http://chatgptschool.io


