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The video tutorial is about data annotation, given by a data scientist and developer at booking.com. The speaker has 15 years of coding experience, specializing in Python for machine learning and NLP. The focus is on creating effective annotations for data projects, scaling them within and outside the company. The tutorial highlights the importance of careful planning, internal collaboration, and using external annotation services. Additionally, it addresses handling unbalanced data through active learning, using examples from a chatbot project at booking.com.