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May 10, 2021
What is Human-in-the-Loop Machine Learning?
Human-in-the-loop (HITL) is a branch of artificial intelligence that leverages both human and machine intelligence to create machine learning models. In a traditional
2021-05-10
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May 6, 2021
Exploring the World of LiDAR: What is it and How Does it Work?
LiDAR has served as a useful tool in many industries for decades, but only recently are we starting to realize its true potential with the introduction of artificial
2021-05-06
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May 3, 2021
Spelling Standardization: How Many Ways Can You Spell a Word?
Here’s a topic that’s near and dear to our hearts here at Appen: spelling standardization. If you’re providing training data to a computer system to produce machine
2021-05-03
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April 29, 2021
You Can’t Just Use AI - You Must Lead With AI
The following is adapted from Real World AI. AI will soon be a necessary part of doing business. Every company will have an AI strategy in the same way that they have a
2021-04-29
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April 22, 2021
An Introduction to Audio, Speech, and Language Processing
Applying Machine Learning to Everyday Scenarios. Human-machine-interaction is increasingly ubiquitous as technologies leveraging audio and language for artificial
2021-04-22
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April 8, 2021
To Launch AI Successfully, Be Prepared to Scale
The following is adapted from Real World AI. When I worked in IBM’s Watson division, my team’s first demo quickly turned into a disaster, due to scaling issues. We were
2021-04-08
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