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Training Data

How to Define and Measure Your Training Data Quality

June 27, 2022April 8, 2021 by Kyra Harrington

How do you define training data quality and measure it? How do you improve it? We go into defining, measuring, and reviewing your training data quality.

Categories Training Data Tags robotics-related

10 Experts Give Reasons Why High-Quality Training Data is so Important

May 12, 2022February 9, 2021 by Kyra Harrington

We reached out to various ML experts, asking them the questions: Why is high-quality training data so important? Why do so many projects fail in ML?

Categories Training Data

What is Data Collection and Why Do You Care?

May 13, 2022March 30, 2018 by Sama Team

Data collection is a systematic strategy for gathering and measuring information from a variety of sources to get an accurate picture about a specific area of interest.

Categories Training Data

The Advantages and Limitations of Synthetic Data

May 13, 2022January 24, 2018 by Marcelo Benedetti

With increased buzz around synthetic data, it is important to understand the advantages and limitations of this solution, and the overall affect on the application.

Categories Training Data

What is Synthetic Data?

May 13, 2022January 18, 2018 by Marcelo Benedetti

Synthetic data is system-generated data that mimics real data in terms of essential parameters set by the user.

Categories Training Data

What is Training Data?

May 13, 2022December 18, 2017 by Daniele Packard

The best way for a computer to gain knowledge is to start by showing it exactly what it is you want it to do. For this, we use training data.

Categories Training Data

Winning Customers with Algorithms: How Teams in Nairobi Help Shape Your Shopping Experience

May 13, 2022September 21, 2016 by Andrew Ho

Termed “planogramming,” visual merchandising is key in retail stores. The best stores find a balance between exciting customers without overwhelming them with deals shouting from every corner.

Categories Training Data
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