Introduction to Statistics

Udacity
Training overview
Professional Course
E-learning
48 hours
Start dates
Online
Free E-Learning: Start Anytime!

Course description

Introduction to Descriptive Statistics: Mathematics and Statistics for Beginners

Introduction to Statistics E-learning from Udacity

Knowledge in statistics is crucial for anyone hoping to extract meaningful information form a given set of data. This course guides participants through the tools and techniques necessary for understanding the various relationships in data and effectively using various methods. Course material covers visualization, regression, probability and other concepts that will teach the basic necessary understanding of data.

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Who should attend?

This Introduction Statistics course is designed for those hoping to gain the basic terms and concepts in statistics as well as guide you through introductory probability.

Pre-requisites

This course assumes understanding of basic algebra and arithmetic.

Find out if this course is right for you - request more information here!

Training content

This Introduction to Statistics course takes learners through 7 lessons:

Visualizing relationships in data

  • Seeing relationships in data and predicting based on them; Simpson's paradox

Probability

  • Probability; Bayes Rule; Correlation vs. Causation

Estimation

  • Maximum Likelihood Estimation; Mean, Median, Mode; Standard Deviation, Variance

Outliers and Normal Distribution

  • Outliers, Quartiles; Binomial Distribution; Central Limit Theorem; Manipulating Normal Distribution

Inference

  • Confidence intervals; Hypothesis Testing

Regression

  • Linear regression; correlation

Final Exam

Costs

It is free to start this Introduction Statistics course

Estimated time for completion assuming 6 hours per week: Approx. 2 months

2-Week Free Trial: Love it or Leave it

All Udacity courses are offered with a two-week free trial. Learners will have plenty of time to make sure that the program fits their needs. If it's not working out for any reason - user can cancel their subscription fee of charge.

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