Category

Data Science in Real life

This is a focused course designed to rapidly get you up to speed on doing data science in real life. Our goal was to make this as convenient as possible for you without sacrificing any essential content. We've left the technical information aside so that you can focus on managing...
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$799.00

Deviare

OSL

3733

This is a focused course designed to rapidly get you up to speed on doing data science in real life. Our goal was to make this as convenient as possible for you without sacrificing any essential content. We've left the technical information aside so that you can focus on managing your team and moving it forward.



Pre-requisites

There are no pre-requisites to take this Data Science in Real Life course

Modules

  • Introduction to Data Science in Real Life
  • Sample or population data
  • The fundamentals of descriptive statistics
  • Measures of central tendency, asymmetry, and variability
  • Practical example descriptive statistics
  • Distributions
  • Estimators and Estimates
  • Confidence intervals advanced topics
  • Practical example inferential statistics
  • Hypothesis testing Introduction
  • Hypothesis testing Let's start testing
  • Practical example hypothesis testing
  • The fundamentals of regression analysis
  • Subtleties of regression analysis
  • Assumptions for linear regression analysis
  • Dealing with categorical data
  • Practical example regression analysis

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