Good source to compare LLMs Models at single place https://www.vellum.ai/llm-leaderboard

📌📌   New Video out   📣📣

📽 Topic : Zerodha WebSocket Setup in Python

🚀 Step 1: Project setup with venv, .env, and logging
📡 Step 2: Connect to Zerodha WebSocket & subscribe to symbols
📊 Step 3: Stream live market data & close connection safely



To know more about this watch   below video:

🛑 Python for Algorithmic Trading -> Zerodha  -> Market Data Websocket


🔗 Video URL:  https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3823383
👉 To learn algorithm Trading  Sign up  :   https://learn.datafortraders.in/learn

Contact us:
📧 Email: datafortrader@gmail.com
💬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

📌📌   New Video out   📣📣

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

🚀 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 — the most efficient way to get real-time order updates.

✅ 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:

🛑 Python for Algorithmic Trading -> Zerodha  -> Order Websocket


🔗 Video URL: https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3835849
👉 To learn algorithm Trading Sign up  :   https://learn.datafortraders.in/learn

Contact us:
📧 Email: datafortrader@gmail.com
💬Telegram : @datafortrader

As vibe coding is rising trend. So some tips for them.
https://youtu.be/BJjsfNO5JTo?feature=shared

📌📌   New Video out   📣📣

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 — using Python!

📌 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.

✅ In Part 1:

Strategy logic explained

Entry logic coded step-by-step



To know more about this watch   below video:

🛑 Python for Algorithmic Trading -> Zerodha  -> Build Option Buying Strategy - Part 1


🔗 Video URL: https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3846250
👉 To learn algorithm Trading Sign up  :   https://learn.datafortraders.in/learn

Contact us:
📧 Email: datafortrader@gmail.com
💬Telegram : @datafortrader

💡 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 — here are some powerful quotes from legendary traders:

🧠 "We don't trade the markets. We trade our beliefs about the markets" — Dr. Brett Steenbarger
🧠 "Emotional intelligence is more important than IQ for successful trading." — 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." — 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:

📘 Trading in the Zone by Mark Douglas
📘 Mastering the Mental Game of Trading by Steven Goldstein
📘 The Hour Between Dog and Wolf by John Coates
📘 The Art of Thinking Clearly by Rolf Dobelli (Not trading book but worth to read)

🚀 New Video Out !
🎯 Options Buying Strategy in Python | Part -2

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

🎓 This is a technical course — made for those who want to learn how to build strategies, not follow tips.

📌 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:

🛑 Python for Algorithmic Trading -> Zerodha  -> Build Option Buying Strategy - Part 2

📽 Watch now 👉 https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3863211

Contact us:
📧 Email: datafortrader@gmail.com
💬Telegram : @datafortrader

📌📌   New Video out   📣📣

✅ Build Zerodha Option Buying Strategy - Part 3, in this part we cover

Add square-off logic at EOD
Test SL -Trail and Target in live market

📌 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.


To know more about this watch   below video:

🛑 Python for Algorithmic Trading -> Zerodha  -> Build Option Buying Strategy - Part 3

🔗 Video URL: https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3873988
👉 To learn algorithm Trading Sign up  :   https://learn.datafortraders.in/learn

Contact us:
📧 Email: datafortrader@gmail.com
💬Telegram : @datafortrader

Upstox has introduced expired option contract data under the PLUS plan. Good move! I will cover the API call for these expired contracts in the next video

Zerodha API cost 4000 se 2000 hua, ab 500 , bus jaldi se 0 kar de 😁

🚀 New Video Out !

📽 Topic: Options Buying Strategy in Python | Part -4 | How to Calculate Total P&L + Auto-Square Off Trades (Profit/Loss Limits)

In this final installment, we dive into:
✅ Real-time P&L calculation (open/closed positions)
✅ User-defined profit-taking & stop-loss logic (auto-square off)
✅ System shutdown when targets are hit

🎓 This is a technical course — made for those who want to learn how to build strategies, not follow tips.

📌 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:

🛑 Python for Algorithmic Trading -> Zerodha  -> Option Buying Strategy - Part 4

📽 Watch now 👉 https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/601472/lesson/3904347

Contact us:
📧 Email: datafortrader@gmail.com
💬Telegram : @datafortrader