Opinions

Seven Steps To Speed-Up Data Science Project Lifecycle

More than 90 per cent of the respondents nodded in agreement that data collection and data preparation eat up a large chunk of their time.

How I created An AutoML Library: Ram Seshadri From Google

“And it does it in a few minutes, versus the hours and days other libraries take on a real-world dataset.”

Jupyter Labs Desktop App: What Is It & Do We Need It?

The app runs the front-end of JupyterLab inside an embedded browser.

Google Releases Wikipedia-Based Image Text (WIT) Dataset

Google Releases Wikipedia-Based Image Text (WIT) Dataset

Wikimedia Research, in partnership with Google and other external collaborators, is hosting a competition with the WIT dataset in Kaggle.

Into Airbnb’s Data Protection Platform

The automation is focused mainly on three areas: data discovery, prevention of sensitive data leakages, and data encryption.

A Primer to Augmented Analytics For the Beginners

With the evolution of smart technologies like artificial intelligence and machine learning, every industry, right…

Technology To Save Lives: How About Programming Empathy & Compassion For Animals?

Technology To Save Lives: How About Programming Empathy & Compassion For Animals?

Integrating empathy with AI models and the latest technologies can widen its fields of knowledge and provide further and more advanced solutions to complicated problems.

Captum

Facebook Gives Away Captum For Free: Its Model Interpretability Library For PyTorch

Facebook AI released Captum 0.4 with new functionality for model understanding.

The Algorithm Made Me Do It

But on the other side of this scenario is the delivery boy racing on the pre-planned route by the algorithm, trying to make it in time to keep up his performance on the app.

NVIDIA's Record-setting Performance on MLPerf v1.1

NVIDIA Hits Record-Setting Performance, Arm Debuts In Latest MLPerf v1.1

This is the first time the data-centre category tests have run on an Arm-based system.

Google Introduces New Architecture To Reduce Cost Of Transformers

Google Introduces New Architecture To Reduce Cost Of Transformers

Primer’s improvements can be attributed to two simple modifications — squaring ReLU activations and adding a depthwise convolution layer after each Q, K, and V projection in self-attention.

Facebook Introduces New Image Generation Model Called Instance-Conditioned GAN

Facebook Introduces New Image Generation Model Called Instance-Conditioned GAN

IC-GAN can be used with both labelled and unlabelled datasets.