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From concepts → to code 💻 Explored Regularization (L1 & L2) with hands-on implementation and performance comparison. Analyzed how coefficients change, reduced overfitting, and improved model generalization. Gained deeper insight into the bias-variance tradeoff through practical learning. #ML #DataScience #LearningJourney #Python

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🚀 Exploring Python and Its Role in AI As I continue my learning journey, one thing is becoming clearer every day — Python is not just a programming language, it is a gateway to building intelligent systems. From automation to Artificial Intelligence, Python is powering many of the technologies shaping our future. What excites me the most is how a simple piece of code can evolve into something meaningful — solving real problems and creating impact. Currently focusing on strengthening my Python fundamentals and understanding how it connects with AI and automation. Step by step, building skills for the future. #Python #ArtificialIntelligence #Automation #LearningJourney #FutureSkills

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