Probability Foundations for Data Science

Learn the fundamentals of Probability and set yourself on the path towards making accurate predictions.

 

Includes:
  • 1.5 Hours of Video
  • Certificate of Completion
  • Project Files
  • Closed Captions
Join 400,000 Satisfied Students
$50

Benefits

  • On-demand, 24/7 access
  • 1.5 hours of video
  • Certificate of completion
  • Project files and PDF notes
  • Closed captions

Overview

This title is part of the Data Science Mini-Degree 

Probability – the ability to predict the likelihood of an event occurring – is crucial knowledge for anyone interested in data science and analysis. Probability has innumerable applications in a wide variety of fields – including comprising of the core of many machine learning and data science algorithms.

From a basic understanding of Probability fundamentals and common terminology, to understanding conditional probability and Bayes Theorem, this course will provide you with all you need to begin making accurate predictions. Finally, you will apply your knowledge by building a Naïve Bayes Classifier that predicts whether or not a flight will arrive on time using a set of real-world data.

About the Data Science Mini-Degree

The Data Science Mini-Degree is a collection of professional-grade online courses designed to take you from absolute beginner to industry-ready Data Scientist with Python. From the basics of reading and storing data, to using statistical analysis to solve real-world problems, and visualizing your data in beautiful plots and charts, this comprehensive curriculum features everything you need to get started in the industry.

https://www.youtube.com/watch?v=_bFvxfP4ov0&t=3s

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Curriculum

Requirements

Learn the fundamentals of Probability and set yourself on the path towards making accurate predictions.

  • On-demand, 24/7 access
  • 1.5 hours of on-demand video
  • Certificate of completion
  • Closed captions

$50

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