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DataQuest – Probability Statistics and Linear Algebra No ratings yet.

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DataQuest Probability and Statistics Path Step

Created/Published/Taught by:
Vik Parichuri

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Free? Partially: Some Free Content, Some Paid

Cost Range:
$0.00 - $49.00

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This course is step 5 of 6 in the DataQuest Data Analyst Path and with the addition of material on Linear Algebra, it is step 5 of 11 in the DataQuest Data Scientist Path.

“Learn Statistics for more robust data analysis.” The curriculum for this course includes material for beginners and for intermediates. The material for beginners covers:

  • Introduction to Statistics
  • Standard Deviation and Correlation
  • Descriptive Statistics
  • Linear Regression
  • Distributions and Sampling
  • Guided Project

The material for intermediates covers:

  • Introduction to Probability
  • Calculating Probabilities
  • Probability Distributions
  • Significance Testing
  • Chi-Squared Tests & Multi-category Chi-Squared Tests
  • Guided Project

For the DataQuest Data Scientist Path, continue on to Linear Algebra in Python:

  • Solving Systems of Equations with Matrices
  • Working with Vectors

Recommended Prerequisites: unknown

Go to Content: DataQuest – Probability Statistics and Linear Algebra