Practical NLP Techniques for Applications
Practical NLP Techniques for Applications Natural language processing helps turn text data into useful knowledge. From customer emails to product manuals, practical NLP lets teams automate tasks and gain insights. This article shares approachable techniques you can apply today, with simple steps and clear examples. Start with a clear goal and a small, representative dataset. Define what success looks like (for example, accuracy, F1, or speed). Then clean the data: fix typos, normalize case, and handle noisy text. Even small improvements in data quality pay off later. ...