Python Tutorial

NSE MCP Python Tutorial: Build a Simple Stock Market AI Agent with Agno

NSE MCP Python tutorial: connect to the two official NSE MCP endpoints, explore all 26 market data tools and build a...

Rajandran R
Oct 1, 2026 9 min read

Nifty 50 – Heatmap – Python Tutorial

In this tutorial, we'll build a real-time stock market heatmap that visualize all 50 stocks from the NIFTY 50 index. The...

Rajandran R
Dec 16, 2025 5 min read

WebSocket Tutorial for Traders and Python Developers

If you’re a developer building tools for traders—or dabbling in algo trading yourself—you know speed is king. A half-second delay can...

Rajandran R
Feb 23, 2025 4 min read

Nifty Crossed 22000. How many days it took to Cross all the Round Numbers: Python Tutorial

Nifty today crossed 22000+ levels with a fresh all-time high. Have you ever calculated how many trading days it took for...

Rajandran R
Jan 15, 2024 1 min read

Visualizing Nifty 50 Market Capitalization using Plotly Treemap – Python Tutorial

Treemap is a powerful visualization tool that portrays hierarchical data via nested rectangles. In the context of the stock market, each...

Rajandran R
Dec 31, 2023 2 min read

Crash Course – Python for Traders

Welcome to "Python for Traders," a comprehensive journey into using Python to enhance your trading strategies. This course is designed to...

Rajandran R
Dec 30, 2023 2 min read

Mastering VectorBT – Superfast Supertrend Grid Optimization – Part 3 – Python Tutorial

VectorBT provides a robust framework for optimizing trading strategies more efficiently, enabling the selection of the best parameters and fine-tuning of...

Rajandran R
Dec 15, 2023 5 min read

Introduction to Pandas DataFrame – Python Tutorial for Traders – Part 2

In the first part of this pandas tutorial for traders, we explored creating and manipulating Pandas DataFrames using the yfinance library...

Rajandran R
Mar 31, 2023 3 min read