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A Two-Stage Framework for Stock Price Prediction: Combining LLM and PPO for Accurate Forecasts

Imagine you’re staring at your trading screen, watching the market fluctuate wildly. You’ve read up on various strategies, but the stock price predictions you’ve used so far haven’t quite hit the mark. You might have experienced the frustration of watching an almost perfect prediction crash when market volatility strikes. “Stock price prediction” is tough enough

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Drowning in Data? Here’s How to Beat “Information Anxiety” and Trade Smarter

You wake up at 8 AM, glance at your phone, and you’re instantly bombarded—WhatsApp trading groups buzzing, CNBC headlines flashing red, YouTube videos screaming “Urgent Market Update.” Sound familiar? Welcome to the age of “information anxiety.” For Indian stock market learners, the pressure to stay “updated” can feel overwhelming. You try to follow news, charts,

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Why True Independence Beats Blind Rebellion in the Stock Market

 The Trap Most Traders Fall Into Every morning, millions of Indian traders fire up their trading apps, scroll through headlines, and often make one critical mistake—they follow the crowd. Whether it’s chasing the latest stock tip on Twitter or mimicking a popular influencer’s move, most traders aren’t operating from “true independence.” But here’s the truth:

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