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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Knowledge Distillation: Teacher-Student Loss Explained 2025

10 min read

Explore teacher-student setup

Intent Classification: 2025 Techniques for NLP Models

11 min read

Satellite Imagery Analysis: End-to-End ML Workflow in 2025

9 min read

Learn how it works

Model Distillation: Teacher-Student Training Guide 2025

12 min read

Explore distillation strategies

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

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