Explore advancements in deep learning and transfer learning for Natural Language Processing (NLP) in this 49-minute lightning interview with Dipanjan (DJ) Sarkar, Lead Data Scientist and Google Developer Expert in Machine Learning. Gain insights into DJ's journey in data science, challenges in deep learning for NLP, and practical suggestions for deploying transformer models. Learn about popular transformer models, when to use transfer learning, and the best open-source tools available. Discover recent advances in multilanguage models, model explainability, and interpretation. Get tips on starting your NLP journey and explore the future of AI and its impact on careers. This interview covers a wide range of topics, from technical aspects of NLP to career advice in the field of artificial intelligence.