Iryna is one of the dedicated members of the Label Your Data content team who has put all her efforts in developing our knowledge base. Iryna is a seasoned technical writer with wide-ranging experience in artificial intelligence, machine learning, and deep learning. She has been studying the basics of data annotation for many years and is now sharing her expertise on our blog. The technical realm is a true passion of hers, so make sure to check out other articles written by our talented Iryna!
AI Sound Recognition: Do the Machines Dream of Electric Music?
5 min readWhat is AI Sound recognition?
Data Annotation: Definition and Process Overview
9 min readWhat is data annotation?
Artificial Intelligence Solutions in Different Industries
6 min readMore about AI solutions?
Human-in-the-Loop in Machine Learning: Why Does It Matter?
7 min readWhat is human-in-the-loop?
Stock Market and Machine Learning: Is It Worth Using Algorithms to Trade?
6 min readAI for Stock Market
AI in Emotion Recognition: Can AI Detect Emotion?
8 min readCan AI Detect Emotion?
Image Annotation Tool: Guide and Review of Top Free Tools
10 min readGet Free Annotation Tools
Annotation Tools for Machine Learning: How and What to Choose
7 min readMore about annotation tools
Machine Learning Solutions: Overview and Sources
6 min readMore about ML Solutions
Software Review: What Is TensorFlow?
7 min readMore about TensorFlow
Machine Learning Datasets: Feature Overview and Sources
10 min readMore about ML Datasets
AI as a Service: Benefits, Types, and the Best Options
5 min readWhat is AIaaS
How to Choose a Machine Learning Algorithm: A Simple Step-By-Step Guide
7 min readHow to choose ML
Machine Learning as a Service: Definition, Examples, and How to Apply It in Your Business
6 min readMore about MLaaS
What is a Dataset in Machine Learning: The Complete Guide
7 min readMore about Datasets
Software Review: What Is CVAT Annotation Tool?
7 min readWhat is CVAT
AI and Big Data: A Co-Dependent Relationship
8 min readMore about AI and Big Data
Machine Learning & Training Data: Sources, Methods, Things to Keep in Mind
12 min readWhat is training data?
OCR with Deep Learning: How Do You Do It?
10 min readHow to do OCR?
Data Labelers: Experts of the Hidden Side of AI Development
8 min readWho are Data Labelers?
Big Data and Its Business Impacts
9 min readWhat is Big Data?
AI Image Recognition: The Essential Technology of Computer Vision
7 min readHow Image Recognition Works?
Automation with an OCR Algorithm: Your Low-Key Workflow Superhero
6 min readAutomate with OCR
Automated Data Collection: The Case in Favor of Digitization
6 min readAutomate data collection
What Is Data Labeling in Machine Learning?
8 min readWhat is DL in ML
AI Project Stages: From Planning to Maintenance
9 min readShow AI Project Stages
The Crisis of AI: The Big Data Labeling Challenge
6 min readWhat is AI Crisis?
Introduction to Labeled Data: What, Why, and How
9 min readWhat is data annotation
How to Use Unlabeled Data in Machine Learning
7 min readWhat is Unlabeled Data