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The Algomaya Blog

Free, in-depth guides on algorithmic trading, paper trading, backtesting, and US markets — written for beginners who want to actually understand what they're doing.

171 articles published

7 min read·Algomaya Team

Options Greeks Explained: Delta, Gamma, Theta, Vega

Learn the Options Greeks: Delta, Gamma, Theta, and Vega. How each Greek affects option prices and how to use them in trading decisions.

Options GreeksDeltaGammaThetaVegaoptions tradingimplied volatility
10 min read·Algomaya Team

What is Algorithmic Trading? Complete Beginner Guide 2026

Algorithmic trading uses computer programs to execute trades based on predefined rules. Learn everything you need to know to get started with algo trading.

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7 min read·Algomaya Team

Algorithmic Trading System Architecture: How to Design One

Learn how to design an algorithmic trading system. Covers architecture components, data flow, execution, risk management, and deployment.

algo trading systemarchitecturesystem designexecution enginerisk managementtrading infrastructure
8 min read·Algomaya Editorial

Volume Analysis in Trading: Complete Guide to Reading Volume, OBV, VWAP & Volume Profile (2026)

Volume is the most under-used edge in trading. Learn how to read volume correctly, when it confirms price, when it warns of reversal, and how to use OBV, VWAP, and volume profile in real setups.

volume analysistrading volumeOBV indicatorVWAP tradingvolume profilevolume spread analysisvolume confirmationaccumulation distributionbreakout volumeIndian market volume
7 min read·Algomaya Editorial

Paper Trading Explained: How to Practice Trading Risk-Free (Best Simulators & Strategies for 2026)

Everything you need to know about paper trading — how it works, the best free simulators for Indian and global markets, how to use it to validate a strategy, and the common mistakes that kill the transition to real capital.

paper tradingpaper trading appvirtual tradingtrading simulatorpractice tradingZerodha paper tradingTradingView paper tradingdemo accountbacktesting vs paper tradingrisk-free trading
5 min read·Algomaya Editorial

Fibonacci Retracements: A Trader's Guide

How to use Fibonacci levels to identify potential support, resistance, and entry points in any market.

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5 min read·Algomaya Editorial

Momentum Trading: Riding the Trend

Momentum strategies have delivered consistent returns across markets for decades. Here's the science and implementation behind them.

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9 min read·Algomaya Editorial

Risk Reward Ratio in Trading: The Complete 2026 Guide (With Formula, Examples & Calculator)

Learn exactly how the risk-reward ratio works, why it beats win rate for long-term profitability, and how to apply it in manual and algo trading — with formulas, tables, Python code, and real Indian market examples.

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8 min read·Algomaya Team

How Renaissance Technologies Beat the Market

The Medallion Fund returned 66% annually before fees for decades. How did Jim Simons and his team of mathematicians build the most successful hedge fund ever?

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8 min read·Algomaya Team

Momentum Trading During COVID Recovery

How momentum strategies captured massive gains during the 2020-2021 COVID recovery rally, and what conditions made this period uniquely profitable.

momentumCOVID-recoveryindian-marketssector-rotationrally
7 min read·Algomaya Team

The 2010 Flash Crash Explained

On May 6, 2010, the Dow Jones plunged nearly 1,000 points in minutes before recovering. What caused this chaos and what can traders learn from it?

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9 min read·Algomaya Team

Mean Reversion Strategy on Nifty 50

Analyzing a Bollinger Band-based mean reversion strategy on Nifty 50 stocks. When do stocks revert to the mean, and when do they keep trending?

mean reversionNifty 50algo trading Indiaquantitative tradingstatistical arbitrageRSI strategyBollinger BandsIndian stock marketsystematic tradingintraday strategy
9 min read·Algomaya Team

LTCM: When Genius Failed

Long-Term Capital Management had Nobel laureates, the best models, and massive leverage. Their near-collapse in 1998 remains the most important risk management lesson in finance.

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8 min read·Algomaya Team

GameStop Short Squeeze Analysis

In January 2021, retail traders on Reddit sent GameStop from $17 to $483. Analyzing the mechanics of the most famous short squeeze in market history.

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10 min read·Algomaya Team

Pairs Trading in Indian Markets: Nifty Bank Stocks

A deep dive into implementing pairs trading strategy on Nifty Bank stocks like HDFC Bank, ICICI Bank, and SBI using cointegration and mean reversion.

pairs-tradingindian-marketsbank-stockscointegrationmean-reversion
7 min read·Algomaya Team

Breakout Trading Strategy Case Study: Reliance Industries (NSE) with Entry, Stop & Target Rules

A detailed breakout trading case study on Reliance Industries — how to identify consolidation, confirm breakouts with volume, and manage the trade using a systematic rule-based approach.

breakout tradingbreakout strategyReliance Industries stockNSE breakoutvolume breakoutcase study tradingconsolidation breakoutIndian stock marketswing tradingalgo trading
5 min read·Algomaya Editorial

Understanding Order Types: Market, Limit, and Stop-Loss

The order type you choose can be the difference between a profitable and unprofitable trade. Master all three essential types.

ordersmarket-orderlimit-orderstop-lossexecution
5 min read·Algomaya Editorial

Indian Stock Market: NSE & BSE Explained

Everything you need to know about India's two major stock exchanges — their history, differences, and what they mean for algo traders.

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5 min read·Algomaya Editorial

The Psychology of Trading: Why Your Brain Sabotages Your Trades

Cognitive biases are the invisible enemies of every trader. Learn to identify and overcome the psychological traps that destroy trading performance.

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5 min read·Algomaya Editorial

Introduction to Candlestick Patterns

Learn to read candlestick charts like a pro — from basic anatomy to the most reliable reversal and continuation patterns.

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