Eugene Yan
How to Keep Up in a Changing Field: How to keep up with a fast-changing industry.
Machine learning changes fast. Take natural language processing. Word2vec, introduced in 2013, quickly replaced one-hot encoding with word embeddings. Transformers revolutionized the field in 2017 by parallelizing the previously sequential training process.