From the past 3 blog posts on Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL), you should by now, have an idea of the basics. I hope I have whet your appetite by the potential for ML, but the some of apprehensions that surroun... (more…)

Machine learning research has advanced in multiple aspects, including model structures and learning methods. The effort to automate such research, known as AutoML, has also made significant progress. However, this progress has largely focused on the archi... (more…)

Amazon Advertising helps companies build their brand and connect with shoppers, through ads shown both within and beyond Amazon’s store, including websites, apps, and streaming TV content in more than 15 countries. Businesses or brands of all sizes includ... (more…)

Legally recognized ‘protected classes’ Race (Civil Rights Act of 1964); Color (Civil Rights Act of 1964); Sex (Equal Pay Act of 1963; Civil Rights Act of 1964); Religion (Civil Rights Act of 1964); National origin (Civil Rights Act of 1964); Citizenship ... (more…)

Data science and machine learning relies on high quality datasets for visualization, statistical inference, and modeling. Statistical typing is a runtime typing system that enables data scientists, engineers, and analysts to validate real-world data and i... (more…)