Data Science • 6 min read What’s the Difference between Data Mining and Machine Learning? When you’re working with data (regardless of the size of your data sets), you’re likely to encounter two…
Artificial Intelligence • 6 min read Regression in Machine Learning Generally, machine learning can be used to analyze data in four different ways. Two of which are predictive and two…
Artificial Intelligence • 5 min read Cost Functions in Neural Networks Machines often learn the same way humans do. They make mistakes and often pay the price for doing so. For…
Artificial Intelligence • 6 min read Supervised and Unsupervised Learning Algorithms Like people, machines can learn through supervised and unsupervised machine learning, but human learning differs from machine learning. With humans,…
Artificial Intelligence • 7 min read The Intersection of Big Data and Machine Learning In this newsletter, I take a deeper dive into the important role that big data plays in machine learning. Key…
Data Science • 7 min read Data Lake vs Data Warehouse The growing volume of diverse data that organizations now collect and store has been a driving force behind the development…
Artificial Intelligence • 8 min read The Differences Between Expert Systems and Machine Learning Expert systems and machine learning are different approaches to artificial intelligence. The difference between the two boils down to how…
Artificial Intelligence • 5 min read Examples of Machine Learning In an earlier newsletter I discuss how machine learning developed as a way to overcome certain limitations in the early…
Artificial Intelligence • 5 min read Supervised vs Unsupervised Learning Like people, machines can learn through supervised or unsupervised learning. With supervised learning, a human labels the data. So the…
Artificial Intelligence • 6 min read Understanding Neural Networks An artificial neural network (often referred to simply as a neural network) is a computer system modeled after the structure…
Artificial Intelligence • 5 min read Artificial Intelligence Learning vs Memorizing In my previous Newsletter, I discussed an approach to artificial intelligence (AI) referred to as the physical symbol system hypothesis…
Artificial Intelligence • 6 min read The Power of the Symbolic Systems Approach The symbolic systems approach and AI planning work great for applications that have a limited number of patterns. Image a…