With the covid-19 coming in, not only the world economy has suffered, every sector say it political, social, religious of most countries have been affected. Can we mitigate this affect by predicting it its impact early?
Close
Data Science
The importance of privacy in Machine Learning is growing and several open source libraries have been developed by Google, IBM. Let’s check out a multi-text classification example.
Feature Stores constitute one of the principal frameworks in data injestion, pipeline creation, training, deploying and serving ML models in offline and online predictive systems.
Motivation IoT has become a massive body of work in recent years. The growing trend of Internet of Things in last few years is evident from the graph below. IoT spans multiple domains and diverse industries. Thousands of new jobs have been created thanks to the advanced in IoT technology. The interpretability of IoT data creates a path for: Defining ML models Increasing the accuracy of predicting events Raising alarms, among other things My aim […]
Optimistic Machine Learning-privacy satisfying accurate models Motivation Machine learning models have been known to leak information about the individual data records on which they were trained. One of the mechanisms include : membership inference attack: Where a data record and black-box access to a model is used to determine if the record was in the model’s training dataset. Membership inference against a target model uses adversarial machine learning to train custom interface models to recognise […]
