Data Collection
Top 12 Data Crowdsourcing Platform: Evaluation & User Reviews
As AI-powered solutions such as generative AI and chatbots spread across industries, the interest in AI data services grows. One such service is a data crowdsourcing platform. Harnessing the power of a large group of people to gather data, these platforms can significantly enhance your data collection efforts, offering detailed insights quickly and efficiently.
Amazon Mechanical Turk in 2024: Review-based Analysis
As AI use cases spread across different industries, many organizations are working with partners and AI service providers to develop machine learning models or natural language processing (NLP) systems. In this pursuit, they require data to fuel AI projects. AI data services have become popular in the past few years (Figure 1).
AI Data Collection in 2024: Guide, Challenges & Methods
The adoption of generative AI and other AI-powered solutions is rapidly growsing Organizations need to collect and harvest large amounts of data, either by themselves or by working with AI data collection services, to successfully leverage these technologies, specifically to train and improve them.
Appen in 2024: In-depth Evaluation
As the use of artificial intelligence (AI) spreads across different industries, many organizations are working with partners to leverage the technology. AI data services are also becoming popular as businesses require more data to fuel machine learning models and natural language processing (NLP) systems. Appen is one such company that fulfills businesses’ data needs.
Top 3 Prolific Alternatives & Evaluation in 2024
Prolific is a popular data crowdsourcing platform in the AI data collection services space. However, our research has identified some drawbacks of working with Prolific from the perspective of its customers and workers.
Generative AI Data in 2024: Importance & 7 Methods
As we witness the digital transformation of industries, generative AI is rapidly carving its niche in the global AI market (Figure 1). It drives creating unique, high-quality content, simulating human language, designing innovative product prototypes, and even composing music.
Data Gathering in 2024: Overview, Challenges & Methods
While our previous article focuses on AI data collection, this article explores gathering data for other use cases and purposes. Organizations and researchers need to gather large volumes of data to fuel their projects. Due to this growing need for data, the interest in data gathering has grown over the past few years (Figure 2).
Crowdsource Machine Learning: A Complete Guide in 2024
The market for machine learning is projected to grow at a 42% CAGR between 2018 and 2024. However, only 15% of organizations are advanced ML users.
7 Chatbot Training Data Preparation Best Practices in 2024
Chatbots leverage natural language processing (NLP) to create and understand human-like conversations. Chatbots and conversational AI have revolutionized the way businesses interact with customers, allowing them to offer a faster, more efficient, and more personalized customer experience. As more companies adopt chatbots, the technology’s global market grows (see Figure 1).
5 Steps to OCR Training Data in 2024
The interest in optical character recognition (OCR) and intelligent character recognition (ICR) technology is falling (see figure 1) as companies switch to more automated solutions, such as machine learning-enabled data extraction. However, due to its various benefits, many companies still use1 or plan to use tools powered by OCR technology in their paper-based operations.