Audio available in app
Natural language processing enables computers to understand and generate human language from "summary" of Data Science for Business by Foster Provost,Tom Fawcett
Natural language processing (NLP) is an important field in data science that deals with the interaction between computers and human language. Through NLP, computers are able to understand, interpret, and generate human language in a way that is both meaningful and useful. This capability has broad implications for businesses and organizations seeking to extract insights from unstructured text data, such as social media posts, customer reviews, emails, and more. NLP enables computers to process and analyze large amounts of text data quickly and efficiently, allowing businesses to uncover valuable information that may have otherwise been overlooked or time-consuming to extract m...Similar Posts
Programming skills are necessary for data manipulation
To effectively manipulate data, one must possess programming skills. This is because data manipulation involves tasks such as c...
Regularization techniques help prevent overfitting by adding a penalty to large coefficients
Regularization techniques are a useful tool in preventing overfitting, a common challenge in predictive modeling. Overfitting o...
Feature selection improves the efficiency of algorithms
Feature selection is a crucial step in machine learning that can significantly improve the efficiency of algorithms. By selecti...