Advanced Math for Business People to Leverage Big Data.
With the commercial successes of machine learning and cloud computing, many business people need just enough math to take advantage of open source frameworks for big data. This video course from Paco Nathan and Allen Day presents useful areas of advanced math in easy-to-digest morsels. If you’re familiar with high school Algebra 2 and basic statistics, you’re good to go.
You’ll learn newly introduced math concepts through business use cases, brief Python code examples, and lots of figures and illustrations. By the end of the course, you’ll understand how to leverage complex graphs, sparse matrices, Bayesian priors, optimization solvers, and other tools.
Learn advanced math through simple equations and illustrations Get tangible examples such as Lego blocks for data workflows Explore the math examples through typical business use cases Understand how these concepts tie into common business frameworks Follow a case study of the Foobartendr.io company throughout the course
Programming since 1972. I made the "mistake" of studying AI in grad school at Stanford a few decades ago; perseverance pays off :)
Sometimes an author and more often a speaker/instructor, in a lot of venues, although even more often working as an engineering director or consultant.
"One of the cornerstones of Modern Mass Weirdness in the late 20th Century" - Ivan Stang.