Thanks for watching! Code + Chapter links below 💻 Code: github.com/codingforentrepreneurs/Stock-Trading-Bot 🚀 Chapters: 00:00:00 Welcome 00:02:59 Demo 00:09:45 Requirements 00:14:18 Setup Python Environment 00:18:31 Picking Data Source and Loading API Keys 00:23:52 Your First Polygon Rest API Request 00:32:36 Your First Alpha Vantage Rest API Request 00:38:47 Transform Polygon Response 00:45:25 Transform Alpha Vantage Response 00:58:40 Custom Polygon API Client 01:13:34 Custom Alpha Vantage API Client 01:25:41 Integrate Django and Jupyter 01:33:00 Handling Time Series Data 01:37:57 Django & Timescale with Docker Compose 01:49:20 Django & TimescaleDB with Timescale Cloud 01:55:40 Django Model for Time Series Data 02:09:16 API Clients as Helper Functions 02:14:41 Load Stock Quotes into Django 02:24:34 Batch and Bulk Load Stock Quotes 02:30:35 Sync Stock Data Functions 02:43:33 Verify The Stock Sync Functions 02:53:02 Integrate Celery and Django 03:04:58 Django Functions as Celery Tasks 03:14:11 Verify Stock Quotes in the Django Admin 03:22:10 Scheduled Daily Sync 03:32:17 Sync Historical Stock Data 03:41:08 Display Time and Range Filter in Django Admin 03:54:37 Storing the Raw Timestamp 04:04:22 Moving Averages Part 1 04:12:42 Moving Averages Part 2 04:22:59 Daily Moving Averages 04:33:04 Volume Trend and Price Target 04:41:39 Relative Strength Index and Stock Services 04:50:36 Logic-based Recommendation 04:55:25 LLM-based Recommendation 05:02:09 Thank you and next steps
I also received this information at the moment when I am starting a new journey with Python. It looks like magic. But it's great, and it confirms the correctness of the decisions I make when I start on a new road. Thank you!
im stuck at 1:47:38 where you told me i need to remember whats my timescale or my notebook where i need to change it but i dont remember and i dont know where is it. can you help me with it? thanks
Dear Justin Mitchel, I recently watched your video on creating a trading bot with Python Tutorial: Stock Trading Bot, and I found it incredibly insightful and helpful. However, I noticed that the video seems to cover only the first half of the topic. Do you plan to release the next part of this series or a continuation video? Learning more and seeing the entire process in action would be wonderful. Thank you for sharing your knowledge, and I look forward to hearing from you! Best regards, Tigran
Super cool seeing how the whole pipeline gets built. Not sure about the prediction result accuracy results/validity given how LLMs work but cool nonetheless.
You're doing a fantastic job! I need some advice: My OKX wallet holds some USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). How should I go about transferring them to Binance?
I keep getting the issue of "ALPHA_VANTAGE_API_KEY not found. Declare it as envvar or define a default value." when I try and launch my Jupyter notebook. I close the terminal and relaunch it, but the error does not go away. Any advice?
@@CodingEntrepreneurs yes if possible OR show live paper trade where if the trading account does not have balance then atleast it should show that the signal executed and trade entered. The strategy implementation part where multiple strategy can be defined and based on requirements lets pick a strategy, feed with data and wait for signal to get executed. Thanks for replying 😊
@@CodingEntrepreneurs Yes, please show implementation of atleast 1 strategy (paper trading that generates Buy and Sell signal without actual money involved also works). Also explain how to connect with a broker's API and completely automate trading process (from Data to Decision).
Thanks for watching! Code + Chapter links below
💻 Code: github.com/codingforentrepreneurs/Stock-Trading-Bot
🚀 Chapters:
00:00:00 Welcome
00:02:59 Demo
00:09:45 Requirements
00:14:18 Setup Python Environment
00:18:31 Picking Data Source and Loading API Keys
00:23:52 Your First Polygon Rest API Request
00:32:36 Your First Alpha Vantage Rest API Request
00:38:47 Transform Polygon Response
00:45:25 Transform Alpha Vantage Response
00:58:40 Custom Polygon API Client
01:13:34 Custom Alpha Vantage API Client
01:25:41 Integrate Django and Jupyter
01:33:00 Handling Time Series Data
01:37:57 Django & Timescale with Docker Compose
01:49:20 Django & TimescaleDB with Timescale Cloud
01:55:40 Django Model for Time Series Data
02:09:16 API Clients as Helper Functions
02:14:41 Load Stock Quotes into Django
02:24:34 Batch and Bulk Load Stock Quotes
02:30:35 Sync Stock Data Functions
02:43:33 Verify The Stock Sync Functions
02:53:02 Integrate Celery and Django
03:04:58 Django Functions as Celery Tasks
03:14:11 Verify Stock Quotes in the Django Admin
03:22:10 Scheduled Daily Sync
03:32:17 Sync Historical Stock Data
03:41:08 Display Time and Range Filter in Django Admin
03:54:37 Storing the Raw Timestamp
04:04:22 Moving Averages Part 1
04:12:42 Moving Averages Part 2
04:22:59 Daily Moving Averages
04:33:04 Volume Trend and Price Target
04:41:39 Relative Strength Index and Stock Services
04:50:36 Logic-based Recommendation
04:55:25 LLM-based Recommendation
05:02:09 Thank you and next steps
Cfe never fails when it comes to python oriented development
I found this page at the right time when I'm learning Python
Interesting how that works eh?
@CodingEntrepreneurs thanks
I also received this information at the moment when I am starting a new journey with Python. It looks like magic. But it's great, and it confirms the correctness of the decisions I make when I start on a new road. Thank you!
This channel is an absolute champion when it comes to Python content-top-notch and incredibly insightful!
I started my dev career after learning from his tutorials. He gives great content.
im stuck at 1:47:38 where you told me i need to remember whats my timescale or my notebook where i need to change it but i dont remember and i dont know where is it. can you help me with it? thanks
Wow, Long time. I'm sure this is what you have been packaging ❤
Dear Justin Mitchel,
I recently watched your video on creating a trading bot with Python Tutorial: Stock Trading Bot, and I found it incredibly insightful and helpful. However, I noticed that the video seems to cover only the first half of the topic.
Do you plan to release the next part of this series or a continuation video? Learning more and seeing the entire process in action would be wonderful.
Thank you for sharing your knowledge, and I look forward to hearing from you!
Best regards,
Tigran
Helpful project thank you so much.
Super cool seeing how the whole pipeline gets built. Not sure about the prediction result accuracy results/validity given how LLMs work but cool nonetheless.
You're doing a fantastic job! I need some advice: My OKX wallet holds some USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). How should I go about transferring them to Binance?
I keep getting the issue of "ALPHA_VANTAGE_API_KEY not found. Declare it as envvar or define a default value." when I try and launch my Jupyter notebook. I close the terminal and relaunch it, but the error does not go away. Any advice?
Also after about 10 minutes or maybe it's because I keep trying to relaunch it, then I finally start getting the API key
Long time no see 😊😊😊 Frist view
Hello Do u think this project is a good start for someone new in AI (knows python and django)
Yes, the ai part is small and toward the end
Can you show the live trade and strategy implementation on it
Performing real trades with real money?
@@CodingEntrepreneurs yes if possible OR show live paper trade where if the trading account does not have balance then atleast it should show that the signal executed and trade entered. The strategy implementation part where multiple strategy can be defined and based on requirements lets pick a strategy, feed with data and wait for signal to get executed. Thanks for replying 😊
@@CodingEntrepreneurs Yes, please show implementation of atleast 1 strategy (paper trading that generates Buy and Sell signal without actual money involved also works). Also explain how to connect with a broker's API and completely automate trading process (from Data to Decision).
Are all the apis and other resources used in this project free to use?
WoW .. this is really hot.thank you😊
Thanks for Posting amazing content
Hii can you make video in website blocker
Please do the agent tutorial
Is all resources are free during building this ?
They all have free tiers yes. On the stock apis, it's easy to fill up the free tier quotas.
Thank you!
New Music 🎵
I just found the way out of the tutorial hell (your channel)