O'Reilly - Just Enough Math
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 youre familiar with high school Algebra 2 and basic statistics, youre good to go.
Youll 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, youll 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
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