6 AI Predictions for 2021: A View From the Trenches

6 AI Predictions for 2021: A View From the Trenches

What will 2021 bring to the world of AI and machine learning? CloudFactory CEO and founder Mark Sears shares our predictions.

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Choosing a Data Labeling Service Part 2: Communication & Quality Control

Choosing a Data Labeling Service Part 2: Communication & Quality Control

How can you determine if a data labeling service will deliver quality work? How they communicate and handle quality control are key indicators.

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Choosing a Data Labeling Service Part 1: Hiring and Vetting

Choosing a Data Labeling Service Part 1: Hiring and Vetting

How can you determine if a data labeling service will deliver quality work? It starts with their vetting, hiring, and training processes.

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What Can We Learn From HR About AI Bias?

What Can We Learn From HR About AI Bias?

People have unconscious biases that affect hiring decisions. People also can hard-code their biases into an AI system. Humans in the loop can help.

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Will AI Replace the Humans In the Loop?

Will AI Replace the Humans In the Loop?

People are involved in everything from training and testing algorithms to labeling data, conducting quality control, and monitoring automation.

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3 Ways Humans in the Loop Add Value to the AI Lifecycle

3 Ways Humans in the Loop Add Value to the AI Lifecycle

Humans play a critical role throughout the AI lifecycle, from data cleaning and labeling to quality control and automation monitoring.

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Accelerating ML Model Development with Human in the Loop

Accelerating ML Model Development with Human in the Loop

Developing ML models requires a lot of data and skilled people to work with it. Here’s our HITL approach for machine learning model development.

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Five Great Books about AI and Machine Learning

Five Great Books about AI and Machine Learning

Whether you’re a seasoned pro or new to artificial intelligence, continued learning important. Here are a few of our favorite machine learning & AI books.

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How to Keep Your Machine Learning Models Up-to-Date

How to Keep Your Machine Learning Models Up-to-Date

No matter how robust your initial training may be, keeping your machine learning models up-to-date is essential. Here are two retraining approaches.

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The 3 Forces that Brought AI to Life (And Why it’s Only Now Changing the World)

The 3 Forces that Brought AI to Life (And Why it’s Only Now Changing the World)

Why is artificial intelligence just now taking off? These three forces are fueling AI techniques to build real-life applications.

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5 Exciting Ways Companies Use Machine Learning

5 Exciting Ways Companies Use Machine Learning

The combination of big data and machine learning can unlock the value of data you already have to gain a competitive edge for your business.

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The Ugly Truth About Data Science

The Ugly Truth About Data Science

Data Scientist is the Sexiest Job of the 21st Century...Just Don’t Tell Data Scientists. Data Scientists spend 60% of their time on cleaning up data, while another 19% is ...

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