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Data
Everyone wants to do the model work, not the data work.
by Husna Sayedi 18 Nov 2021
Google Research team has recently published a paper titled Data Cascades in High-Stakes AI. The six ..
Data
Explainable AI (XAI): NLP Edition
by Husna Sayedi 4 Nov 2021
What is Explainable AI?  As AI is becoming more prominent in high-stakes industries like ..
Data
What is Training Data?
by Husna Sayedi 4 Oct 2021
A machine learning algorithm uses data to learn and make decisions. The algorithm develops ..
Data
Why Does Training Data for AI and ML Matter?
by Husna Sayedi 4 Oct 2021
Training data is perhaps one of the most integral pieces of machine learning and artificial ..
Data
Types of Training Data
by Husna Sayedi 4 Oct 2021
Training data is used in three primary types of machine learning: supervised, unsupervised, and ..
Data
How Much Training Data Do I Need?
by Husna Sayedi 4 Oct 2021
The amount of training data you need depends on many variables - the model you use, the task you ..
Data
Why Do Data Cleaning and Anonymization Matter?
by Husna Sayedi 4 Oct 2021
Data cleaning is an essential step in machine learning and takes place before the model training ..
Data
Training Data Sourcing Methods
by Husna Sayedi 4 Oct 2021
Training data can be sourced from many different places, depending on your machine learning ..
Data
Web Scraping for Parallel Corpora Creation
by Lisa Vasileva 1 Oct 2021
Acquiring high-quality parallel corpora is essential for training good-performing MT engines. There ..
Data
Intent Recognition in NLP
by Husna Sayedi 7 Sep 2021
What is Intent Recognition and Why is it Important?  As our society continues to rely on ..
Data
Domain Classification with Natural Language Processing
by András Aponyi 19 Aug 2021
There is a vast collection of textual data on the internet and in various organizational databases ..
Data
What is Sentiment Analysis? Types and Use Cases
by Husna Sayedi 7 Jun 2021
Sentiment analysis is a subfield of Natural Language Processing (NLP) where the general sentiment ..