Automatic text summarization (ATS) techniques offer powerful solutions for generating accurate and informative summaries from textual data content. In this article I provide an updated survey of state-of-the-art ATS methods, with a particular focus on how large language models models address the complexities and nuances of automated text summarization.
Regardless of whether you're a start-up company just starting out or a large existing organization - setting up a data science team is no easy feat. While you may be in a leadership or management position you're unlikely to be able to do everything yourself. It would be unreasonable to expect this of anyone! Instead, your leadership, communication, and motivation skills are best used to create and lead a data science team that is motivated towards your goals. The question therefore becomes 'what are the typical roles in a data science team?'. And that's what we'll look at in this article.