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Free Beginner Data science

Introduction to Data Science with Python

Regression and prediction from first principles.

Harvard's introduction to data science with Python, taught by instructor Pavlos Protopapas. It covers using Python to harness and analyse data, working from regression and prediction rather than from tooling.

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Introduction to Data Science with Python

About Harvard

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Harvard University publishes a large share of its computer science and data science teaching openly, through Harvard Online and edX. The CS50 family is its best known series and is free to take, with a paid certificate option.

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Course overview

A structured route into data science from the statistical side, with the code alongside.

What you will learn

  • Use Python to load, clean and analyse a real dataset
  • Build regression models and interpret what they tell you
  • Understand prediction, error and the limits of a model
  • Present a result honestly rather than persuasively

Who this course is for

Analysts moving into Python a structured, credible path
Beginners in data science taught from first principles

Course details

FormatOnline course with programming assignments
LevelBeginner
PriceFree
Time35 hours
CertificateYes, on completion

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