Video description
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
Table of contents
Product information
- Title: Just Enough Math
- Author(s):
- Release date: May 2014
- Publisher(s): O'Reilly Media, Inc.
- ISBN: 9781491904060
You might also like
video
Statistics for Data Science and Business Analysis
Statistics you need in the office: Descriptive and inferential statistics, hypothesis testing, and regression analysis About …
book
Software Engineering at Google
Today, software engineers need to know not only how to program effectively but also how to …
video
Python Fundamentals
51+ hours of video instruction. Overview The professional programmer’s Deitel® video guide to Python development with …
video
Learning Data Structures and Algorithms
In this Learning Data Structures and Algorithms video training course, Rod Stephens will teach you how …