Probability and Statistics in Data Science using Python

Probability and Statistics in Data Science using Python

Course
en
English
Subtitles available
100 h
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Source
  • From www.edx.org
More info
  • 10 Sequences
  • Advanced Level
  • Subtitles in English
  • Starts on March 25, 2024
  • Ends on July 11, 2024

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Course details

Syllabus

  • The mathematical foundations for machine learning
  • Statistics literacy: understand the meaning of statements such as "at a 99% confidence level"

Prerequisite

  1. The previous coursein the MicroMasters program:
  2. Undergraduate level education in:
    • Multivariate calculus
    • Linear algebra

Instructors

Alon Orlitsky
Professor, Electrical and Computer Engineering
UC San Diego

Yoav Freund
Professor of Computer Science and Engineering
UC San Diego

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.

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