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Probability & Statistics Courses
Probability and statistics courses explore mathematical concepts for analyzing random events and interpreting data through models and inference. Use tools such as Python, R, Excel and Google Sheets to apply your theoretical knowledge in statistics.
Recommended for Probability & Statistics beginners
Build your Probability & Statistics skills with interactive courses, curated by real-world experts
IntermediateSkill Level
4 hours
2.2K
track
Statistician with R
52 hours
24
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74 resultscourse
Introduction to Statistics in Python
IntermediateSkill Level
4 hours
5.3K
course
Introduction to Statistics
BeginnerSkill Level
4 hours
3.9K
course
Introduction to Statistics in R
IntermediateSkill Level
4 hours
2.2K
course
Hypothesis Testing in Python
IntermediateSkill Level
4 hours
2.6K
course
Sampling in Python
IntermediateSkill Level
4 hours
2.7K
course
Introduction to Regression with statsmodels in Python
IntermediateSkill Level
4 hours
2.2K
course
Introduction to Regression in R
IntermediateSkill Level
4 hours
1.5K
course
Time Series Analysis in Python
IntermediateSkill Level
4 hours
647
course
Experimental Design in Python
IntermediateSkill Level
4 hours
754
course
Statistical Thinking in Python (Part 1)
IntermediateSkill Level
3 hours
713
course
Hypothesis Testing in R
IntermediateSkill Level
4 hours
830
course
Intermediate Regression in R
IntermediateSkill Level
4 hours
774
course
Sampling in R
IntermediateSkill Level
4 hours
773
course
A/B Testing in Python
IntermediateSkill Level
4 hours
221
course
Introduction to Statistics in Google Sheets
BeginnerSkill Level
4 hours
364
course
Statistical Thinking in Python (Part 2)
IntermediateSkill Level
4 hours
515
course
Statistical Techniques in Tableau
IntermediateSkill Level
4 hours
460
course
RNA-Seq with Bioconductor in R
IntermediateSkill Level
4 hours
158
course
Bayesian Data Analysis in Python
IntermediateSkill Level
4 hours
243
course
Intermediate Regression with statsmodels in Python
IntermediateSkill Level
4 hours
423
course
Foundations of Probability in Python
IntermediateSkill Level
5 hours
353
course
Analyzing Survey Data in R
IntermediateSkill Level
4 hours
188
course
Time Series Analysis in R
IntermediateSkill Level
4 hours
261
course
Introduction to Bioconductor in R
IntermediateSkill Level
4 hours
163
course
Generalized Linear Models in R
IntermediateSkill Level
4 hours
245
course
Anomaly Detection in Python
IntermediateSkill Level
4 hours
142
course
Foundations of Probability in R
BeginnerSkill Level
4 hours
391
course
Monte Carlo Simulations in Python
IntermediateSkill Level
4 hours
111
course
Forecasting in R
IntermediateSkill Level
5 hours
202
course
Hierarchical and Mixed Effects Models in R
AdvancedSkill Level
4 hours
122
course
Introduction to Linear Modeling in Python
IntermediateSkill Level
4 hours
172
course
Customer Analytics and A/B Testing in Python
IntermediateSkill Level
4 hours
109
course
Introduction to Network Analysis in Python
IntermediateSkill Level
4 hours
186
course
Experimental Design in R
IntermediateSkill Level
4 hours
285
course
Foundations of Inference in R
IntermediateSkill Level
4 hours
198
course
Fundamentals of Bayesian Data Analysis in R
IntermediateSkill Level
4 hours
121
course
Modeling with Data in the Tidyverse
IntermediateSkill Level
4 hours
301
course
ARIMA Models in R
IntermediateSkill Level
4 hours
220
course
Linear Algebra for Data Science in R
IntermediateSkill Level
4 hours
67
course
Survival Analysis in R
IntermediateSkill Level
4 hours
124
course
Statistical Simulation in Python
IntermediateSkill Level
4 hours
113
course
Foundations of Inference in Python
AdvancedSkill Level
4 hours
175
course
Network Analysis in R
IntermediateSkill Level
4 hours
113
course
Practicing Statistics Interview Questions in Python
AdvancedSkill Level
4 hours
54
course
Inference for Linear Regression in R
AdvancedSkill Level
4 hours
148
course
Survival Analysis in Python
AdvancedSkill Level
4 hours
45
course
Performing Experiments in Python
IntermediateSkill Level
4 hours
68
course
Factor Analysis in R
AdvancedSkill Level
4 hours
80
course
Nonlinear Modeling with Generalized Additive Models (GAMs) in R
AdvancedSkill Level
4 hours
68
course
Generalized Linear Models in Python
AdvancedSkill Level
5 hours
57
course
Structural Equation Modeling with lavaan in R
AdvancedSkill Level
4 hours
51
course
Error and Uncertainty in Google Sheets
IntermediateSkill Level
4 hours
143
course
Analyzing Survey Data in Python
IntermediateSkill Level
4 hours
68
course
A/B Testing in R
IntermediateSkill Level
4 hours
54
course
Discrete Event Simulation in Python
AdvancedSkill Level
4 hours
39
course
Forecasting Product Demand in R
IntermediateSkill Level
4 hours
72
course
Inference for Numerical Data in R
AdvancedSkill Level
4 hours
111
course
Differential Expression Analysis with limma in R
AdvancedSkill Level
4 hours
47
course
Case Studies in Statistical Thinking
IntermediateSkill Level
4 hours
47
course
Inference for Categorical Data in R
AdvancedSkill Level
4 hours
119
course
Intermediate Network Analysis in Python
AdvancedSkill Level
4 hours
34
course
ChIP-seq with Bioconductor in R
IntermediateSkill Level
4 hours
23
course
Multivariate Probability Distributions in R
IntermediateSkill Level
4 hours
26
course
Predictive Analytics using Networked Data in R
IntermediateSkill Level
4 hours
75
course
Case Studies: Network Analysis in R
BeginnerSkill Level
4 hours
70
course
Bayesian Regression Modeling with rstanarm
AdvancedSkill Level
4 hours
43
course
Bayesian Modeling with RJAGS
AdvancedSkill Level
4 hours
36
course
Practicing Statistics Interview Questions in R
AdvancedSkill Level
4 hours
18
course
Choice Modeling for Marketing in R
AdvancedSkill Level
4 hours
45
course
Case Study: Analyzing City Time Series Data in R
IntermediateSkill Level
4 hours
53
course
Introduction to Anomaly Detection in R
IntermediateSkill Level
4 hours
23
course
Mixture Models in R
IntermediateSkill Level
4 hours
10
course
Building Response Models in R
AdvancedSkill Level
4 hours
26
course
Probability Puzzles in R
IntermediateSkill Level
4 hours
12
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