Ensemble Forecasts: The Future of Modeling Pandemics?
Ensemble forecasting is a popular choice to improve predictions. The method has been widely used to model various aspects of the current pandemic. Ensembles may be our be...
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A Critical Comparison of the ML Platforms in an Evolving Market
The Evolution of the MLaaS Market The Machine Learning as a service (MLaaS) market is booming. It is expected to grow to $8.48 billion by 2025, at 43% CAGR. Increased cl...
More Surprising Math Images
To zoom in on any picture, click on the image to get a higher resolution. This a follow up to my previous article here, where you can find additional, very different imag...
Beautiful Mathematical Images
To zoom in on any picture, click on the image to get a higher resolution. Figure 1: The pillow basins (see section 3) The topic discussed here is closely related to optim...
DSC Podcast Series: MLOps Agents: Provide Centralized Monitoring for All Your Production Models
Machine Learning Operations (MLOps) allows organizations to deploy, manage, monitor, and govern their machine learning models from a single place, regardless of how they ...
Building an Algorithm to Trade Items on the Steam Community Market
Machine learning is increasingly used to build trading algorithms: today’s machine learning algorithms can deal with incredibly complex problems, including portfolio...
DSC Podcast Series: The Foundation for Your AI Strategy: MLOps 101
Organizations of all types and industries are dipping their toes into machine learning and artificial intelligence (AI). However, for most embarking on this transformatio...
New Hybrid PCA-Based Facial Age Estimation Using Inter-Age Group Variation-Based Hierarchical Classifier
This article was written by Tapan Kumar Sahoo & Haider Banka. Abstract In this paper, we propose hybrid principal component analysis (HPCA) to extract appearance f...
Moving Averages: Natural Weights, Iterated Convolutions, and Central Limit Theorem
Convolution is a concept well known to machine learning and signal processing professionals. In this article, we explain in simple English how a moving average is actuall...
How to Overcome Web Scraping Challenges With AI & ML Technology
Artificial Intelligence (AI) and Machine Learning (ML) are already being leveraged for increased efficiency and greater success in public web data-gathering operations. I...