Learn NLP and Text Analytics with These Guides and Tutorials

4 Easy Methods to Tokenize Your Data

Modeling NLP/Text Analyticsposted by ODSC Community June 8, 2022

Recently, I have been exploring the world of Natural Language Processing (NLP). This field is in the intersection of Machine Learning, Linguistics, and Computer Science and deals with how computers interpret and use language. It is one of the most exciting parts of Data Science as... Read more

Overcoming the Social Biases in Natural Language Processing Systems

Modeling NLP/Text Analyticsposted by ODSC Community May 16, 2022

Editor’s note: Danushka Bollegala is a speaker for ODSC Europe 2022. Be sure to check out his talk, Social Biases in Text Representations and their Mitigation, there! How would you feel if the final decision on your job application was made by a natural language processing... Read more

Exploring Natural Language Processing: Two Ways You Can Leverage Corpus Analysis

Modeling NLP/Text Analytics Corpus Analysis Natural Language Generation SAS SAS Blogsposted by ODSC Community May 3, 2022

Corpus analysis is a technique widely used by data scientists because it provides understanding of a document collection and provides insights about the text. It’s an apt methodology to consider as we came upon Charles Dickens’ 210th birthday earlier this year because of how frequently passages... Read more

Using NLP to identify Adverse Drug Events (ADEs)

Guest contributor Modeling NLP/Text Analyticsposted by ODSC Community April 18, 2022

An adverse drug event (ADE) is defined as harm experienced by a patient as a result of exposure to a medication. A significant amount of information about drug-related safety issues such as adverse effects is published in medical case reports that usually can only be explored by... Read more

Intro to NLP: Topic Modeling and Text Categorization

Modeling NLP/Text Analytics East 2022posted by ODSC Community April 12, 2022

Editor’s note: Sanghamitra Deb is a speaker for ODSC East 2022. Be sure to check out her talk, “Intro to NLP: Text Categorization and Topic Modeling,” there! Natural Language Processing (NLP) is the basis of machine intelligence. NLP is the process of bringing structure to free-form... Read more

DO Repeat Yourself: Designing Open-Source Libraries for Modern Machine Learning

Modeling NLP/Text Analytics East 2022 Hugging Faceposted by ODSC Community April 5, 2022

Editor’s Note: Patrick is a speaker for ODSC East 2022 this April 19th-21st. Be sure to check out his talk, Transformers & Datasets for Research and Production, there! “Don’t repeat yourself”, or DRY, is a well-known principle of software development. The principle originates from “The pragmatic programmer”,... Read more

Model Overload — Which NLP Model Should I Choose?

Modeling NLP/Text Analyticsposted by ODSC Community March 23, 2022

As I’m writing this, the model library on Huggingface consists of 11,256 models, and by the time you’re reading this, this number will only have increased. With so many models to choose from, it is no wonder that many get overwhelmed and don’t know any more which model... Read more

8 Ways to Perform NLP Better in 2022

Modeling NLP/Text Analytics East 2022posted by ODSC Team March 22, 2022

A lot goes into NLP. Languages, dialects, unstructured data, and unique business needs all contribute to requiring constant innovation from the field. Going beyond NLP platforms and skills alone, having expertise in novel processes and staying afoot in the latest research are becoming pivotal for effective... Read more

The Evolution of AI Emotion and Sentiment Analysis

NLP/Text Analytics Opinion sentiment analysisposted by April Miller March 18, 2022

Artificial intelligence emotion and sentiment analysis has come a long way over the years and is on track to revolutionize the AIs of the future. Some wonder if it can ever truly understand human emotions, but computer scientists are focusing on training AI to recognize these... Read more

What Can Go Wrong When Creating Data to Enable Multilingual AI

Blogs from ODSC Speakers Modeling NLP/Text Analytics East 2022posted by ODSC Community March 14, 2022

Editor’s note: Olga is a speaker for ODSC East 2022! Be sure to check out her talk, “Creating Data to Enable Multilingual AI: What Can Go Wrong and Ways to Mitigate It,” there! Artificial intelligence (AI), and conversational AI as one of the fastest-growing sub-domains within... Read more