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Online Courses to Learn Inference

Explore 172 data science courses and free resources covering everything you need to know about Inference.

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OverviewRelated TrainingCareer Relevance

Overview

Inference is the statistical ability to generalize results from smaller groups to larger ones.

Related Training

172 learning opportunities
Free Online Data Science Textbooks
Free
A Compact Guide to Classical Inference
Daniel Kaplan
Data Analysis Inference Statistical Analysis
Coursera
Columbia University
Free
Causal Inference 2

6 hours

Advanced

3,828
Inference Regression Statistical Analysis Surveys Time Series Analysis
edX
Harvard University
Free
Data Science: Inference and Modeling
Rafael A. Irizarry

8 weeks, 2 hours/week

Beginner
Bayesian Statistics Confidence Intervals Data Analysis Data Modeling Data Science
DataCamp
Foundations of Inference
Jo Hardin

4 hours

$300

24,934
Confidence Intervals Data Sets Inference Statistical Analysis
Coursera
Eindhoven University of Technology
Free
Improving your statistical inferences
Daniel Lakens

28 hours

Intermediate

59,902
Bayesian Statistics Confidence Intervals Data Analysis Inference Predictive Analytics
DataCamp
Inference for Categorical Data in R
Andrew Bray

4 hours

$300

5,113
R Programming Confidence Intervals Data Sets Inference Statistical Analysis Variables
DataCamp
Inference for Linear Regression in R
Jo Hardin

4 hours

$300

7,788
R Programming Data Analysis Data Modeling Distributions Inference Regression
DataCamp
Inference for Numerical Data in R
Mine Cetinkaya-Rundel

4 hours

$300

6,640
R Programming Data Analysis Distributions Inference Statistical Analysis
Codecademy
Learn the Basics of Causal Inference with R

7 hours

$240
Correlation Data Analysis Data Sets Inference Regression
Coursera
Stanford University
Free
Probabilistic Graphical Models 2: Inference

38 hours

Advanced

21,936
Algorithms Bayesian Statistics Data Analysis Decision Trees Distributions
Coursera
Johns Hopkins University
Free
Statistical Inference

54 hours

168,366
Bayesian Statistics Confidence Intervals Data Analysis Data Modeling Distributions
Coursera
University of Colorado Boulder
Free
Statistical Inference and Hypothesis Testing in Data Science Applications
Jem Corcoran

34 hours

Intermediate
Data Ethics Data Science Distributions Functions Inference
edX
Harvard University
Free
Statistical Inference and Modeling for High-throughput Experiments

4 weeks, 3 hours/week

Intermediate
R Programming Bayesian Statistics Data Analysis Data Modeling Distributions Exploratory Data Analysis
Coursera
University of Colorado Boulder
Free
Statistical Inference for Estimation in Data Science
Jem Corcoran

26 hours

Intermediate

1,951
Confidence Intervals Data Science Distributions Functions Inference
Free Online Data Science Textbooks
Free
Statistical Inference via Data Science
Albert Y. Kim and Chester Ismay
R Programming RStudio Data Analysis Data Science Inference Statistical Analysis
edX
London School of Economics and Political Science
Free
Statistics 2 Part 2: Statistical Inference
James Abdey

5 weeks, 14 hours/week

Intermediate
Data Analysis Data Modeling Distributions Econometrics Inference
Free Online Data Science Textbooks
Free
A Business Analyst’s Introduction to Business Analytics
Adam Fleischhacker

Beginner
Dplyr R Programming RStudio Tensorflow ggplot Bayesian Statistics Cloud Computing Data Analysis Data Analytics Data Modeling
Coursera
University of Illinois at Urbana-Champaign
Free
Data Modeling and Regression Analysis in Business

25 hours

Intermediate

6,641
R Programming Data Analysis Data Analytics Data Modeling Data Sets Dimension Reduction
edX
Purdue University
Free
Data Science for Smart Cities

16 weeks, 8 hours/week

Intermediate
Python Algorithms Data Analysis Data Mining Data Modeling Data Science
edX
University of California, Berkeley
Free
Data Science: Inferential Thinking through Simulations

5 hours
AB Testing Confidence Intervals Data Science Data Sets Inference
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Career Relevance

Inference is most likely to appear on Data Scientist job descriptions where we found it mentioned 7.7 percent of the time.

1. Data Scientist
7.7%
2. Data Engineer
2.1%
3. Data Analyst
1.4%
4. Data Architect
0.6%
5. Business Analyst
0.1%

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