- From www.coursera.org
Machine Learning With Big Data
You can't access an archived course
- Self-paced
- Free Access
- Fee-based Certificate
- 5 Sequences
- Introductive Level
Course details
Syllabus
- Week 1 - Welcome
- Week 1 - Introduction to Machine Learning with Big Data
- Week 2 - Data Exploration
- Week 2 - Data Preparation
- Week 3 - Classification
- Week 4 - Evaluation of Machine Learning Models
- Week 5 - Regression, Cluster Analysis, and Association Analysis
Prerequisite
Instructors
Mai Nguyen
Lead for Data Analytics
San Diego Supercomputer Center
Ilkay Altintas
Chief Data Science Officer
San Diego Supercomputer Center
Editor
The University of California, San Diego is a public land-grant research university in San Diego, California. Established in 1960 near the pre-existing Scripps Institution of Oceanography, UC San Diego is the southernmost of the University of California's ten campuses and offers more than 200 undergraduate and graduate degree programs, enrolling 33,096 undergraduate students and 9,872 graduate students.
UC San Diego is considered one of the best universities in the world. Several publications have ranked UC San Diego's Departments of Biological Sciences and Computer Science among the top 10 in the world.
Platform
Coursera is a digital company offering massive open online course founded by computer teachers Andrew Ng and Daphne Koller Stanford University, located in Mountain View, California.
Coursera works with top universities and organizations to make some of their courses available online, and offers courses in many subjects, including: physics, engineering, humanities, medicine, biology, social sciences, mathematics, business, computer science, digital marketing, data science, and other subjects.