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Portrait Depth API: Turning a Single Image into a 3D Photo with TensorFlow.js
Editor’s note: This article was reposted from the TensorFlow Blog with permission. To learn more about this topic, be sure to check out Jason Mayes’ session at ODSC Europe 2022 titled “Next Generation Web Apps: Create a Machine Learning Powered Smart Cam in the Browser with... Read more
Explainability by Design: A Methodology to Support Explanations in Decision-Making Systems
Editor’s note: Luc Moreau is a speaker for ODSC Europe 2022. Be sure to check out his talk, “Explainability by Design: a Methodology to Support Explanations in Decision-making Systems,” there! There are increasing calls for the explainability of data-intensive applications.  Such a demand for explainability stems... Read more
5 Ways to Supercharge Your Data Communications
You only get the true value from your data insights if you can communicate them effectively to other people. Visualizing data for communication is not the same as visualizing as part of exploratory data analysis. When you first encounter a dataset, you will probably create a... Read more
AIOps with Azure Metrics Advisor
AIOps is a term introduced by Gartner in 2016, referring to AI for IT Operations. It combines big data and machine learning to automate IT operations processes, including event correlation, anomaly detection, and causality determination. As more companies adopt digital transformation initiatives, we are seeing an explosion... Read more
4 Techniques To Deal With Missing Data in Datasets
Missing data is a problem for every data scientist as we may not be able to carry out the analysis we desire or not run a certain model. In this article, I will discuss simple methods that deal with missing values. However, to preface, there is... Read more
Overcoming the Social Biases in Natural Language Processing Systems
Editor’s note: Danushka Bollegala is a speaker for ODSC Europe 2022. Be sure to check out his talk, Social Biases in Text Representations and their Mitigation, there! How would you feel if the final decision on your job application was made by a natural language processing... Read more
AI’s Role in Aiding EV Adoption
Artificial intelligence (AI) is rapidly evolving and becoming ubiquitous across virtually every industry. AI solutions allow organizations to achieve operational efficiencies, gain insights into customer behavior, measure key performance indicators (KPIs), and leverage the power of big data, among other things. Similarly, the electric vehicles (EV)... Read more
Executive Order Bolsters Quantum Computing
On May 4, 2022, U.S. President Joe Biden signed two executive orders related to quantum computing. Here’s a look at what you should know about this news and how it may affect people currently in data science roles or those aspiring to go into the field. ... Read more
ODSC East 2022 Keynote: NVIDIA and Red Hat on Accelerating AI/ML Deployments with Enterprise-Grade MLOps
At ODSC East, Red Hat’s Abhinav Joshi and NVIDIA’S Matt Akins spoke at length during their keynote on how to accelerate AI/machine learning deployments with enterprise-grade MLOps, while also providing a use case. As artificial intelligence (AI) continues to grow in use, we’re seeing entire industries... Read more
The AI Ethics Boom: 150 Ethical AI Startups and Industry Trends
The demand for ethical AI services (including terms like “explainable AI” or “responsible AI”) has skyrocketed, in part due to some of the troubling practices employed by large technology companies. Everyday media is full of news of privacy breaches, algorithmic biases, and AI oversights. In the... Read more