"Mathematics for Computer Science"
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"Foundations of Machine Learning"
A MUST while starting AI/ML. Absolutely Beginner friendly.
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Why Most Traders Fail: They Never Build Real Confidence?
Many people blame their poor trading performance on a lack of “discipline,” but the real issue is that they haven’t built true confidence. Imagine this: before the market opens, you’re full of determination to stick to your strategy. But the moment volatility hits, you panic—cutting winning trades too early or hesitating when it’s time to size up. This isn’t a discipline problem; it’s that you haven’t trained yourself to the point where execution becomes second nature.
Have you really put in the time—like an athlete—repeating the same setup over and over? Have you broken down a single strategy to its core, backtested it hundreds of times, and trained your mind to respond instinctively in different market scenarios? Most traders are just “testing the waters,” unwilling to put in the deep work, and end up getting tossed around by emotions.
Confidence in trading comes from knowing yourself and understanding the market. When you’ve drilled a setup to the point where it’s second nature, even in extreme volatility, your hands stay steady and you execute without hesitation. The market will never hand you confidence—you have to earn it. Are you willing to put in ten times more effort than the average trader to build that instinct? That’s the real dividing line between consistent winners and the ones who keep getting burned.