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...
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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...
How to use MLOps for an effective AI strategy
The Machine Learning Lifecycle (Adapted from Microsoft’s – Data Science Lifecycle) 87% of machine learning projects fail to make it into production. Deploying ML mo...
Machine Learning / Stats / BI: Mini Translation Dictionary
Here I provide translations for various important terms, to help professionals from related backgrounds better understand each other. In particular, machine learning prof...
Advantages and Disadvantages of Automated Machine Learning
The title of this blog is accurate There are indeed some caveats / disadvantages to automated machine learning. This blog was motivated by a question in my University of ...