How to Generate Synthetic Data?

YData offers a dataset experimentation platform with synthetic data generation. A synthetic data generation dedicated repository. This is a sentence that is getting too common, but it's still true and reflects the market's trend, Data is the new oil. Some of the biggest players in the market already have the strongest hold on that currency. When it comes to Machine Learning, definitely data is a pre-requisite, and although the entry barrier to the world of algorithms is nowadays lower than before, there are still a lot of barriers in what concerns, the data use in real-world problems -- sometimes access is restricted, others there's not enough data to get good results, the variability is not enough for model's generalization, and the list goes on.