Python
Python Tutorial for Traders
NIFTY 50 Rolling CAGR Heatmap – Python Code
Are your equity investments actually beating Fixed Deposits? Most retail investors park their money in Fixed Deposits earning 6-7% annually, assuming...
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...
Python Roadmap 2026 – A Strategic Guide for Traders and Investors
Python has become the foundation of modern retail algorithmic trading, especially as 2026 brings tighter regulations, clearer expectations and more powerful...
Zerodha Trader’s Bedroom Lights React to Profits and Losses – Here’s How You Can Build Yours using OpenAlgo
A viral tweet has the trading community buzzing: A trader connected his Zerodha portfolio to his bedroom lights, turning them green...
Identifying Market Regimes with the Wasserstein K-Means Algorithm – Python Tutorial
Financial markets never move in a straight line. They go through regimes - periods where price behavior, volatility, and sentiment follow...
UV: The Python Package Manager That’s 100x Faster Than Pip
UV is a blazingly fast Python package manager and project manager written in Rust. Created by Astral (the team behind Ruff),...FinBERT and Latent Space: What Every Trader Needs to Know About AI Market Analysis
Discover how FinBERT AI analyzes financial news with 85% accuracy. Learn latent space visualization, PCA, and why fine-tuned models outperform originals.
Fine-Tuning Gemma 3 270M for Financial Sentiment Analysis using UnSloth
Five days ago, I published an article explaining LoRA and QLoRA as game-changers for traders wanting to fine-tune AI models. The...
How to Build yFinance Alert Manager using yFinance Websockets – Python Tutorial
When most traders or developers hear the name yfinance, they think of pulling historical stock data for analysis or backtesting. But...
How to Fetch Nifty 50 Symbols Using Python and Pandas
If you're just getting started with financial data analysis in Python, one of the most common tasks is fetching a list...
Crash Course : Building Trading Strategies in Python
If you are a trader looking to automate your trading edge, or a developer eager to get into algorithmic trading, this...