Explore the fundamental role of mathematics in Artificial Intelligence and Machine Learning. Understand how linear algebra, ...
As exhibited in the Table of Contents below, this book has excellent coverage for all important topic areas. I found Part I, Mathematical Foundations, a one-stop-shop for all the mathematical ...
Diagnosing tumours, playing video games, detecting credit card fraud, recognising faces, reading handwriting… they don't seem like similar tasks, but they are all cases where "machine learning" is ...
Mastering machine learning is not easy, even if you’re a crack programmer. I’ve seen many people come from a solid background of writing software in different domains (gaming, web, multimedia, etc.) ...
I’ve been a big fan of MIT mathematics professor Dr. Gilbert Strang for many years. A few years ago I reviewed the latest 5th edition of his venerable text on linear algebra. Then last year I learned ...
Cars that move independently through traffic; software that recognizes malignant changes in the lungs on X-ray images; chat bots that pass demanding entrance exams at US universities. In recent years, ...
Even if we mapped every genome, mathematics would still confront us with unending questions Dr Reyaz Ahmad “Mathematics is ...
Orbital-free approach enables precise, stable, and physically meaningful calculation of molecular energies and electron ...
In some ways, Java was the key language for machine learning and AI before Python stole its crown. Important pieces of the data science ecosystem, like Apache Spark, started out in the Java universe.