Data Collection
Research Data Collection in 2024: Quick Guide & Top 5 Methods
Our world’s greatest achievements were made possible with research, and research is made possible with data. Humans generate roughly 2.5 quintillion bytes1 of data every day; however, from this ocean of data, relevant data needs to be gathered to conduct any type of research.
Product Data Collection in 2024: What it is & Top 3 Methods
We have talked about what product data management (PDM) is. It’s an important business function that impacts almost every component of the value chain. From manufacturing the product to selling and improving it, all functions benefit from production data management.
Data Collection Automation: Pros, Cons, & 3 Methods in 2024
Data collection has become a core function for many businesses. From gaining consumer insights to developing and improving on AI/ML models in the business, fresh data is regularly required. However, manual data collection can be challenging, especially when the use case is unique and complex.
Top 5 Data Collection Use Cases/Purposes in 2024
Data collection has become a core operation in almost every successful business. Organizations want to generate and use more data to elevate their businesses and fuel their digital transformation initiatives. However, all that glitter is not gold since many companies still do not know how to use data effectively.
Top 3 MTurk or Amazon Mechanical Turk Alternatives in 2024
The interest in AI data services grows as AI-powered solutions spread across industries. Amazon Mechanical Turk (MTurk) is also a popular AI data service that is known to work with tech giants like Google.
Top 3 Hive Alternatives & Their Evaluations in 2024
As the market for AI/ML-powered solutions grows, so does the demand for data to train and deploy those solutions. Since not all companies can gather and prepare large-scale datasets by themselves, they rely on third-party data collection services to fulfill their data needs.
Top 3 Appen Alternatives in 2024: Review-based Analysis
As businesses invest more in AI projects, the global interest in AI data services grows. Appen is one such service provider in the AI data space. However, recent news has identified some downsides for businesses working with Appen, which could be the reason for its declining popularity.
Audio Data Collection for AI: Challenges & Best Practices in 2024
As the global market for voice recognition and virtual assistants rises (See Figure 1), so does the demand for audio data collection services. And the more sophisticated these systems become, the larger their datasets should be. Figure 1. Voice recognition market size worldwide from 2020 to 2029 (in billion U.S.
Video Data Collection in 2024: Challenges & Best Practices
A common data type that is used to train computer vision (CV) is video data. As the demand for autonomous vehicles and other computer vision-enabled technologies rises, so does the need for video data since it is considered the fuel that makes these technologies work.
Image Data Collection in 2024: What it is and Best Practices
From retail to healthcare, computer vision (CV) is revolutionizing almost every industry. However, successful development and implementation of computer vision depend on high-quality image data. While some work with data collection services, others gather their own data to train their computer vision systems.