Blogs

Meta-Learning: Learning to Learn

Meta-Learning is a process of learning 'How to Learn?' ...

Can Federated Learning be used for text auto-complete?

Text completion or prediction has been around for longer than you might think, even before smartphones and computers ...

Federated Learning 101

Have you ever noticed how GBoard predicts the next word or emoji for you? Or how about writing half a word in your browser's address bar to get a list of websites ...

Announcing NimbleEdge Google Season of Docs Technical Writers 2022

Finally, with the sunset of May 16th, we closed our GSoD evaluations for the year 2022, and it couldn't have been more challenging ...

Flask Versus Django: Which Python Framework Is Right for You?

Whether you’re a new developer or a seasoned professional looking for a new Python web framework, Django and Flask offer two compelling open source options to choose from ...

GitHub Alternatives: A Review of BitBucket, GitLab, and more

GitHub is one of the most widely used software development platforms, home for many open-source projects, and undoubtedly the most popular repository hosting platform ...

Using Differential Privacy to Build Secure Models – Tools, Methods, Best practices

You'll learn about differential privacy and its best practices, as well as use cases. We also mention a few open-source tools/libraries for differential privacy.

Differential Privacy Basics Series Conclusion and Important list of resources.

This the sixth and the FINAL blog post of “Differential Privacy Basics Series” — summarizing all of the previous blog posts...

Differential Privacy — Noise adding Mechanisms

Sometimes knowing the basics is important! This the fifth blog post of “Differential Privacy Basics Series” covering the general noise adding mechanism used in Differential Privacy. Laplace Mechanism, Exponential Mechanism and Gaussian Mechanism ...

Query “Sensitivity” types and effects on Differential Privacy Mechanism

This the fourth blog post of “Differential Privacy Basics Series” covering Sensitivity of the Query and its effects on Differential Privacy...

Differential Privacy Definition

This third blog post of “Differential Privacy Basics Series”, covering a quick and easy introduction to Differential Privacy Definition- Epsilon, delta, etc...

Global vs Local Differential Privacy

We learn best with toy code we can play with and diving into the documentations. This is second blog post of “Differential Privacy Basics Series”, covering a quick and easy explanation to Global vs Local Differential Privacy(DP) followed by real world implementation examples...

What is Differential Privacy?

This beginner friendly blog post covers a quick and easy introduction to Differential Privacy and is part of “Differential Privacy Basics Series”. Introduction to DP with Randomized response example...