Data for Algo Traders
9.01K subscribers
30 photos
129 files
357 links
Join membership : https://learn.datafortraders.in/learn

Personal telgram ID : @datafortrader

For any business related query you can contact me on datafortrader@gmail.com
Download Telegram
πŸ“ŒπŸ“Œ   New Video uploaded   πŸ“£πŸ“£


πŸ™‹πŸ»β€β™‚οΈ Topic: In the 6th video of our Zerodha series, we learn about Data related API :

βœ… How to filter option strike near to give premium (e,g CE/PE strike near LTP of 100) ?
βœ… How to get quotation of multiple instrument ?
βœ… How to get LTP of any instrument ?


To know more about this watch   below video:

πŸ›‘ Python for Algorithmic Trading -> Zerodha  -> LTP and Quote


πŸ”— Video URL: https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3795241
πŸ‘‰ To learn algorithm Trading Sign up  :   https://learn.datafortraders.in/learn

Contact us:
πŸ“§ Email: datafortrader@gmail.com
πŸ’¬Telegram : @datafortrader
πŸ“ŒπŸ“Œ   New Video uploaded   πŸ“£πŸ“£


πŸ™‹πŸ»β€β™‚οΈ Topic: In the 7th video of our Zerodha series, we learn about Historical candle API :

βœ… How to get any instrument candle data ?
βœ… How to filter unfinished candle from API response ?



To know more about this watch   below video:

πŸ›‘ Python for Algorithmic Trading -> Zerodha  -> Historical Candle data


πŸ”— Video URL: https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3803903
πŸ‘‰ To learn algorithm Trading Sign up  :   https://learn.datafortraders.in/learn

Contact us:
πŸ“§ Email: datafortrader@gmail.com
πŸ’¬Telegram : @datafortrader
πŸ“ŒπŸ“Œ   New Video uploaded   πŸ“£πŸ“£


πŸ™‹πŸ»β€β™‚οΈ Learn how to build an option buying scanner using Zerodha’s historical candle data API.
This tutorial helps you understand API integration, analyze candle data, and set the base for adding buy/sell logic in future strategy lessons.



To know more about this watch   below video:

πŸ›‘ Python for Algorithmic Trading -> Zerodha  -> Build Option Buying Scanner


πŸ”— Video URL: https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3815975
πŸ‘‰ To learn algorithm Trading Sign up  :   https://learn.datafortraders.in/learn

Contact us:
πŸ“§ Email: datafortrader@gmail.com
πŸ’¬Telegram : @datafortrader
What topics or broker APIs would you like to add in the Python for Algorithmic Trading course? Reply with the features, strategies, or broker integrations you'd love to learn!
Data for Algo Traders pinned Β«What topics or broker APIs would you like to add in the Python for Algorithmic Trading course? Reply with the features, strategies, or broker integrations you'd love to learn!Β»
Good source to compare LLMs Models at single place https://www.vellum.ai/llm-leaderboard
πŸ“ŒπŸ“Œ   New Video out   πŸ“£πŸ“£

πŸ“½ Topic : Zerodha WebSocket Setup in Python

πŸš€ Step 1: Project setup with venv, .env, and logging
πŸ“‘ Step 2: Connect to Zerodha WebSocket & subscribe to symbols
πŸ“Š Step 3: Stream live market data & close connection safely



To know more about this watch   below video:

πŸ›‘ Python for Algorithmic Trading -> Zerodha  -> Market Data Websocket


πŸ”— Video URL:  https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3823383
πŸ‘‰ To learn algorithm Trading  Sign up  :   https://learn.datafortraders.in/learn

Contact us:
πŸ“§ Email: datafortrader@gmail.com
πŸ’¬Telegram :  @datafortrader
mStock has started providing an API (https://tradingapi.mstock.com/docs/v1/Introduction/). The mStock API documentation is similar to Angel One's.
Those asking for the Delta Exchange WebSocket can check out this repo: https://github.com/delta-exchange/trading-bots. The code hasn’t been updated in 6 years, but with a small tweak, it can work. Maine rasta dikha diya hai, baaki chalana aapko hai
πŸ“ŒπŸ“Œ   New Video out   πŸ“£πŸ“£

πŸ“½ Topic: How to Instantly Place SL Order After Your Limit Order is Executed | Zerodha API WebSocket Tutorial

πŸš€ Want to automate your stop-loss order right after your limit order is executed? If you're a trader looking to build a fast and reliable solution, this video is for you!
In this tutorial, I’ve explained how to achieve this using the Zerodha order WebSocket API β€” the most efficient way to get real-time order updates.

βœ… Key Steps Covered:

Add a Callback Function to capture live order updates from WebSocket

Store Order Status in a Dictionary for real-time tracking

Use the Dictionary to Monitor and Trigger SL Orders Automatically




To know more about this watch   below video:

πŸ›‘ Python for Algorithmic Trading -> Zerodha  -> Order Websocket


πŸ”— Video URL: https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3835849
πŸ‘‰ To learn algorithm Trading Sign up  :   https://learn.datafortraders.in/learn

Contact us:
πŸ“§ Email: datafortrader@gmail.com
πŸ’¬Telegram : @datafortrader
πŸ“ŒπŸ“Œ   New Video out   πŸ“£πŸ“£

In this video, we bring everything together!
So far, you've learned how to make different API calls and manage WebSocket connections.
Now, it's time to apply all these skills by building a real-world options buying strategy based on mean reversion principles β€” using Python!

πŸ“Œ Important Note:
This strategy is only for demo and educational purposes.
This is a technical course, not a stock tips course.
If you are here to learn Python for algo trading, you’re in the right place.
Do NOT join if you expect ready-made trading strategies.


βœ… In Part 1:

Strategy logic explained

Entry logic coded step-by-step



To know more about this watch   below video:

πŸ›‘ Python for Algorithmic Trading -> Zerodha  -> Build Option Buying Strategy - Part 1


πŸ”— Video URL: https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3846250
πŸ‘‰ To learn algorithm Trading Sign up  :   https://learn.datafortraders.in/learn

Contact us:
πŸ“§ Email: datafortrader@gmail.com
πŸ’¬Telegram : @datafortrader
πŸ’‘ Most traders spend their time chasing strategies, options setups, and complex indicators…
But very few talk about what really moves the needle: trading psychology.

The truth is, your mindset, discipline, and emotional control often matter more than your strategy.

Don’t just take my word for it β€” here are some powerful quotes from legendary traders:

🧠 "We don't trade the markets. We trade our beliefs about the markets" β€” Dr. Brett Steenbarger
🧠 "Emotional intelligence is more important than IQ for successful trading." β€” Ray Dalio
🧠 "I haven’t seen much correlation between good trading and intelligence. Many outstanding traders are quite intelligent, but a few aren’t. Average intelligence is enough. Beyond that, emotional makeup is more important." β€” William Eckhardt


To help you strengthen your trading mindset, here are 4 books on trading psychology that I’ve read and personally found extremely helpful:

πŸ“˜ Trading in the Zone by Mark Douglas
πŸ“˜ Mastering the Mental Game of Trading by Steven Goldstein
πŸ“˜ The Hour Between Dog and Wolf by John Coates
πŸ“˜ The Art of Thinking Clearly by Rolf Dobelli (Not trading book but worth to read)
πŸš€ New Video Out !
🎯 Options Buying Strategy in Python | Part -2

In this part, I’ve explained how to:
πŸ”Ή Trail Stop Loss dynamically
πŸ”Ή Track Target Levels in real-time
πŸ”Ή Use real market data via WebSocket + API
πŸ”Ή Code it all step-by-step in Python

πŸŽ“ This is a technical course β€” made for those who want to learn how to build strategies, not follow tips.

πŸ“Œ Strategy shown is for DEMO purposes only
Join only if you're serious about learning Python for algo trading.

To know more about this watch   below video:

πŸ›‘ Python for Algorithmic Trading -> Zerodha  -> Build Option Buying Strategy - Part 2

πŸ“½ Watch now πŸ‘‰ https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3863211

Contact us:
πŸ“§ Email: datafortrader@gmail.com
πŸ’¬Telegram : @datafortrader