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- AI Data
How to get annotated data for machine learning
Capturing enough accurate, quality data at scale is a common challenge. Discover four ways to source raw data for machine learning, and how to go about annotation process.
- AI Data
The 50 best free datasets for machine learning
Are you looking for open datasets for machine learning? View our ultimate cheat sheet for high-quality datasets.
- AI DataRetail & Ecommerce
What is product categorization?
Learn about product categorization (also known as product classification) and how it’s crucial to the eCommerce industry.
- AI Data
What is text annotation? Five different types of annotations
To train NLP algorithms, large annotated text datasets are required. Learn more with a brief introduction to five common types of text annotation.
- AI Data
Four benefits of using crowdsourced data for machine learning
Working with crowdsourced data vendors unlocks access to an inexpensive, scalable workforce. In this post, we describe key benefits of crowdsourcing data.
- AI Data
AI in education: Four real world uses
AI in education is a field of evolving research, development and implementation. Discover the various forms, where they are used, and the machine learning models behind them.
- AI Data
What is text mining? Applications and preprocessing techniques
Although many people use the terms text mining and text analytics interchangeably, there are key differences. Learn what text mining is, the processessing techniques used and its practical applications.
- AI Data
Understanding text analysis tools
Text analysis tools offer a multitude of benefits, but how do they work? We look at types of AI text analysis, their use cases and how to get started.
- AI Data
Five types of search engine evaluation to improve search relevance
Looking to improve your search relevance? Here are five types of search evaluation services that can help you strengthen your search engine.
- AI DataRetail & Ecommerce
Five strategic uses for AI in eCommerce
Get an inside look at the most popular uses for AI in eCommerce: what it does, how it is used and practical first steps for your business.
- AI Data
OK Google, how do voice assistants work?
Take an in-depth look at one particular use case of natural language processing that is founnd in many people’s daily lives: voice assistants.
- AI Data
What is facial recognition? Applications and how it works
Facial recognition is a field within AI and computer science that seeks to give machines the ability to interpret human faces. This beginner’s guide explains types of face recognition processes, how they work, various applications and how accurate they are today.
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