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Data for AI (2)
Data for AI (2)
Data for AI
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 for AI
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 healthcare, ..
Data for AI
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 for AI
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 for AI
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 for AI
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 for AI
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 for AI
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 for AI
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 for AI
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 for AI
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 for AI
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 ..
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