Learning to predict classes not seen during training (Machine Learning)
In conventional machine learning we train an algorithm on data/classes pairs (supervised learning) or only on raw data( Unsupervised learning) and make predi...
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Deep Learning in Practice-Be The algorithm
Conventional machine learning required the practitioner to manually look at images/text and handcraft appropriate features. Deep Learning models are powerful...
Differential Privacy Part-II: DP Mechanisms
Having gone through the importance of differential privacy and its definition , this article motivates the theory with a practical example to make it more in...
Differential Privacy Part-I: Introduction
Personal data is a personal valuable asset , it could be used for economic , social or even malicious benifits. Most internet companies survive on personal d...