One of the key functions in algo trading is backtesting testing a strategy against historical data to see if the plan works or not before risking capital. But in 2025, as markets contorted by AI evolution, regulations and international instability reevaluated the certainty of historical data Take it easy just keep reading on as I am going to spell out 5 main possibilities that you can actually implement in your own backtesting practice into proper image from real world type of tradingbery. Ea...

The year is 2025 and the Indian financial markets are more vibrant than ever, however traders must decide whether to auto trade through algorithms or manually execute trades. While programmatic trading uses data-driven strategies for automation, manual trading is based more on instinct and human decision-making. The strengths and challenges of each approach are different it is therefore important to distinguish among them and then choose the right one suiting your goals. This comprehensive ar...