Machine Learning Tutorials The Simple + Practical Path to Machine Learning Capability: Models with Learned Parameters September 20, 2016 / October 9, 2025 by adamdev In part one, we showed how the machine learning process is like the scientific thinking process, and in part two, we introduced a benchmark task and showed how to get your machine learning system up and running with a simple nearest neighbors model. Now you have all the necessary parts of a machine learning system: […] Read more Ā»
Machine Learning Tutorials The Simple + Practical Path to Machine Learning Capability: A Common Benchmark Task September 7, 2016 / October 9, 2025 by adamdev Here we introduce optical character recognition as a common benchmark task in modern machine learning, and show how to implement a simple model. Being able to experiment with machine learning models is the first step towards capability! Scientific learning process –> machine learning process In the previous post, we introduced machine learning as a principled […] Read more Ā»
