Explore managed training with Amazon SageMaker and Hugging Face Transformers in this 25-minute video featuring Philipp Schmid, Machine Learning Engineer and Tech Lead at Hugging Face. Learn about SageMaker integration, preprocessing, S3 integration, and the Hugging Face Hub. Discover how to start training, access models, and leverage existing training scripts and the Transformer Trainer. Gain insights into hyperparameter search, GPU instances, and the challenges of model optimization. Hear Philipp's perspective on exciting developments in the field and learn about Optimum, a tool for model optimization. Get a glimpse into a day in the life of a Machine Learning Engineer and the future of NLP model democratization and productionization.