Generative AI is a branch of artificial intelligence that creates new content, such as text, images, audio, or video, by learning patterns from existing data. It uses models like GANs and transformers to produce human-like outputs, revolutionizing creative fields and automating content generation. From chatbots to art creation, generative AI is reshaping innovation and creativity.
Data science and modeling involve extracting insights from vast amounts of data using statistical methods, machine learning, and algorithms. It helps businesses make data-driven decisions by building predictive models and identifying patterns. With applications ranging from healthcare to finance, data science drives innovation and enhances problem-solving capabilities.
MLOps (Machine Learning Operations) is a practice that combines machine learning, DevOps, and data engineering to streamline and automate the deployment and management of ML models. It ensures reliable, scalable, and reproducible model performance throughout the model lifecycle. MLOps bridges the gap between data science and IT operations, enabling seamless collaboration and continuous integration.
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