Label Your Data Authors: Karyna Naminas

Karyna Naminas

10 articles by:

Karyna Naminas

Karyna is the CEO of Label Your Data, a company specializing in data labeling solutions for machine learning projects. With a strong background in machine learning, she frequently collaborates with editors to share her expertise through articles, whitepapers, and presentations.

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Foundation Model vs LLM: Key Differences Explained in 2025

9 min read

What’s the difference?

Multimodal Machine Learning: Building Models with Mixed Data in 2025

11 min read

Data Augmentation: 2025 Techniques That Work in Real-World Models

11 min read

Structured vs Unstructured Data: What Your ML Workflow Needs in 2025

10 min read

Explore the difference

Semi Supervised Learning: 2025 Best Practices for Model Training

9 min read

Check best practices

Imbalanced Dataset: Strategies to Fix Skewed Class Distributions in 2025

8 min read

Video Annotation Tools: Best Options for Object Tracking in 2025

13 min read

Compare the tools

Top Data Labeling Firms in the United Kingdom in 2025

13 min read

Check the top vendors

Agentic RAG: How Autonomous Agents Use Retrieval at Runtime in 2025

11 min read

Explore agentic RAG

Autonomous Vehicle Data Collection: Sensors, Formats, and Tools in 2025

10 min read

See how it works

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