Introduction to Inferential Statistics

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

Course description

Introduction to Inferential Statistics - Beginner E-learning from Udacity

Introduction to Inferential Statistics

With inferential statistics, we are able to come to conclusions from data that may not be otherwise or immediately obvious. Course material focuses on building the learners ability to create hypotheses and common tests like regression, t-tests and ANOVA tests in order to support and validate claims.

Upon completion of this course delegates will have a clear understanding of:

  • how to estimate parameters of a population using sample statistics
  • hypothesis testing and confidence intervals
  • t-tests and ANOVA
  • correlation and regression
  • chi-squared test
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Who should attend?

This Introduction to Inferential Statistics  course is designed for anyone looking for a better understanding of basic tools of inferential statistics

Pre-Requisites

This course assumes a basic understanding of Descriptive Statistics, specifically:

  • calculating the mean and standard deviation of a data set
  • central limit theorem
  • interpreting probability and probability distributions
  • normal distributions and sampling distributions
  • normalizing observations

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

Training content

Training topics for this Intro to Inferential Statistics course:

Projects:

Perform an analysis on the dataset of your choice and write a complete and comprehensive writeup about your findings

Lessons:

  • Estimation
  • Hypothesis Testing
  • t-tests
  • ANOVA
  • Correlation
  • Regression
  • Chi-squared Tests

Final Project

You will use the methods you have learned in this course to perform an analysis on a dataset and report your findings. You will describe the data, calculate statistics, perform inference, and make conclusions.

Costs

It is free to start this  Intro to Inferential 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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