W Brett KennedyinTowards Data ScienceDoping: A Technique to Test Outlier DetectorsUsing well-crafted synthetic data to compare and evaluate outlier detectors2d ago
Bijit GhoshWhy You Need Synthetic Data for Machine LearningData is the lifeblood of AI. Without quality, representative training data, our machine learning models would be useless. But as the…Mar 35
Najib SharifiinTowards Data ScienceGenerative AI: Synthetic Data Generation with GANs using PytorchDemystifying Complexity: Beyond Images and Language ModelsJan 152Jan 152
Marcus SenainTowards Data ScienceStep-by-Step Guide to Creating Simulated Data in PythonA beginner-friendly tutorial on generating your own data for analysis and testing16h ago16h ago
Andrew Skabar, PhDinTowards Data ScienceEvaluating Synthetic Data — The Million Dollar QuestionAre my real and synthetic datasets random samples from the same parent distribution?Feb 145Feb 145
W Brett KennedyinTowards Data ScienceDoping: A Technique to Test Outlier DetectorsUsing well-crafted synthetic data to compare and evaluate outlier detectors2d ago
Bijit GhoshWhy You Need Synthetic Data for Machine LearningData is the lifeblood of AI. Without quality, representative training data, our machine learning models would be useless. But as the…Mar 35
Najib SharifiinTowards Data ScienceGenerative AI: Synthetic Data Generation with GANs using PytorchDemystifying Complexity: Beyond Images and Language ModelsJan 152
Marcus SenainTowards Data ScienceStep-by-Step Guide to Creating Simulated Data in PythonA beginner-friendly tutorial on generating your own data for analysis and testing16h ago
Andrew Skabar, PhDinTowards Data ScienceEvaluating Synthetic Data — The Million Dollar QuestionAre my real and synthetic datasets random samples from the same parent distribution?Feb 145
Yi ZhanginRelari BlogGenerate Synthetic Data to Test LLM ApplicationsLearn how to generate large-scale application-specific synthetic data to test LLM applications. Try for yourself with RAG and Agent…May 7
ODSC - Open Data Science9 Open-Source Tools to Generate Synthetic DataIn today’s data-driven world, everyone needs data, but sometimes you may not have a lot to work with. This is where synthetic data comes…17h ago
Ian StebbinsinTowards Data ScienceEnhancing Cancer Detection with StyleGAN-2 ADAData augmentation for data-deficient deep neural networks.Jan 22
