Welcome to the Blogs section! Here you will find all the latest blog posts and articles from the COPS IG team.
Check out COPS blogs at Hashnode.
Imagine a world where machines make decisions but we have no idea how and why? Sounds risky right? Enter Explainable AI (XAI)—the bridge between complex machine learning models and human understandings.
Dive into how the most popular Data Science Algorithm , XGBoost is internally implemented and unfold it’s secrets , the pinnacle of classical Machine Learning , System design and algorithm design.
Explore the revolutionary AlphaZero by DeepMind, which transforms game AI through reinforcement learning. Unlike traditional systems, AlphaZero masters complex games like chess and Go from scratch using self-play, deep neural networks, and Monte Carlo Tree Search. This concise overview highlights its innovative architecture and training methods, showcasing how AlphaZero redefines game AI and strategic decision-making.
Ever wondered how machines can learn and adapt to new tasks with minimal retraining? Explore how meta reinforcement learning allows AI systems to evolve across different tasks and drastically reduce retraining time.