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Differential Privacy with Tensorflow 2.0 : Multi class Text Classification Privacy. This blog gives an outline of two most widely used DP algorithms and gives text classification of sensitive product reviews. It also compares different privacy mechanisms and accounting procedures with differentially private (DP algorithm) Differential Private Stochastic Gradient Descent algorithm to provide strong privacy guarantees. The blog primarily discusses about TensorFlow Privacy (the DP algorithm, its metrics and test criteria) that guarantees privacy through differential Private Algorithms.