PinnedAlexander WatsoninTowards Data ScienceReducing AI bias with Synthetic dataGenerate artificial records to balance biased datasets and improve overall model accuracy5 min read·May 18, 2020--3--3
Alexander WatsoninTowards Data ScienceCreate a Location Generator GANTrain a FastCUT GAN on public location data from a few cities to predict realistic e-bike locations across the world5 min read·Jan 19, 2022----
Alexander WatsoninTowards Data SciencePractical PrivacyImplementing a “Secret-Sharer” like attack on your synthetic data models5 min read·Apr 26, 2021----
Alexander WatsoninTowards Data ScienceCreating synthetic time series dataA step-by-step guide to creating high quality synthetic time-series datasets with Python4 min read·Feb 22, 2021--2--2
Alexander WatsoninTowards Data ScienceInstall TensorFlow with CUDA, cuDNN, and GPU support in 4 Easy StepsSet up a cutting edge environment for Deep Learning with TensorFlow 2.4 and GPU support.2 min read·Jan 18, 2021--3--3
Alexander WatsoninTowards Data ScienceHow To Create Differentially Private Synthetic DataA practical guide to creating differentially private, synthetic data with Python and TensorFlow6 min read·Nov 23, 2020----
Alexander WatsoninGretel.ai Engineering and Data ScienceGretel’s Synthetic Data Performance ReportGretel’s Premium SDK now includes detailed reporting that shows you how accurate your synthetic data’s statistical distributions and…6 min read·Oct 29, 2020----
Alexander WatsoninGretel.ai Engineering and Data ScienceIntroducing Gretel BlueprintsWe are launching Gretel Blueprints, making it easy to anonymize and balance datasets with just a few clicks.3 min read·Oct 29, 2020----
Alexander WatsoninTowards Data ScienceCreate high quality synthetic data in your cloud with Gretel.ai and PythonCreate differentially private, synthetic versions of datasets; while meeting compliance requirements to keep sensitive data within your…4 min read·Sep 15, 2020--1--1
Alexander WatsoninGretel.ai Engineering and Data ScienceGretel-synthetics FAQBuild differentially private synthetic datasets in Python.8 min read·Sep 2, 2020----
