How to Make Synthetic Datasets with Python: A Complete Guide for Machine Learning

No dataset? No problem. Create your own in seconds with Python. A good dataset is difficult to find. Besides, sometimes you just want to make a point. Tedious loadings and preparations can be a bit much for these cases. Today you’ll learn how to make synthetic datasets with Python and Scikit-Learn — a fantastic machine learning library. You’ll also learn how to play around with noise, class balance, and class separation. The article is structured as follows: Make your first synthetic dataset Add noise Tweak class balance Tweak class separation Conclusion You can download the Notebook for this article here. Make your first synthetic […]

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