Core Statistical Concepts: An Overview of Statistics & Sampling

Statistics    |    Beginner
  • 7 videos | 47m 19s
  • Includes Assessment
  • Earns a Badge
Rating 4.5 of 57 users Rating 4.5 of 57 users (57)
With data now being one of the most valuable assets to tap into, the demand for data science skills increases by the day. Statistics and sampling are at the core of data science. Use this course as a theoretical introduction to using samples to reveal various statistics. Examine what exactly is meant by statistics and samples. Explore descriptive statistics, namely measures of central tendency and of dispersion. Study probability sampling techniques, including simple random sampling and cluster sampling. Investigate how undersampling and oversampling are used to generate more balanced datasets. Upon completion, you'll know the best way to use statistics and samples for your specific goals and needs.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Describe what statistics, populations, and samples are
    Recognize how metrics such as mean, median and mode describe data
    Recall what information is conveyed by measures such as standard deviation and variance
  • Summarize the workings a number of probability sampling techniques
    Outline how to create balanced samples from an imbalanced dataset
    Summarize the key concepts covered in this course

IN THIS COURSE

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.

Digital badges are yours to keep, forever.

YOU MIGHT ALSO LIKE

Course Visualizing Data for Impact: Analyzing Misleading Visualizations
Rating 4.6 of 30 users Rating 4.6 of 30 users (30)
Course Computing Descriptive Statistics Using Prompt Engineering
Rating 5.0 of 1 users Rating 5.0 of 1 users (1)
Journey Fundamental Math for Data Science
Rating 5.0 of 1 users Rating 5.0 of 1 users (1)

PEOPLE WHO VIEWED THIS ALSO VIEWED THESE

Course Math & Optimizations: Solving Optimization Problems Using Linear Programming
Rating 4.2 of 101 users Rating 4.2 of 101 users (101)
Course Advanced Lean, Agile, & Scrum Concepts
Rating 4.6 of 124 users Rating 4.6 of 124 users (124)
Course Getting Started with Design Thinking
Rating 4.4 of 2479 users Rating 4.4 of 2479 users (2479)