Statistics & Probability Courses and Certifications

UofU Data Science

Covariance and Correlation in Probability and Statistics - Lecture 11

Master the concepts of covariance and correlation in statistical analysis, exploring their relationships, calculations, and practical applications in data science and probability theory.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

UofU Data Science

Probability and Statistics: Understanding Variance - Lecture 8

Master statistical concepts of variance through examples, expectations, and geometric distributions while exploring fundamental probability principles and calculations.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

A Crash Course in Causality: Inferring Causal Effects from Observational Data

571 ratings at Coursera

Explore causal inference methods, from defining effects with potential outcomes to implementing techniques like matching and instrumental variables, with hands-on R examples.

• Coursera
• 18 hours 29 minutes
• On-Demand
• Paid Course

Microcredential

Advanced Statistics for Data Science

789 ratings at Coursera

Comprehensive exploration of probability, statistics, and linear models for aspiring biostatisticians and data scientists. Covers mathematical foundations, hypothesis testing, regression, and R programming.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

An Intuitive Introduction to Probability

1883 ratings at Coursera

Intuitive introduction to probability theory, covering key concepts and practical applications. Gain tools to handle uncertainty in daily life through engaging modules and exercises.

• Coursera
• 1 day 5 hours 34 minutes
• On-Demand
• Paid Course

Descriptive and Inferential Statistics with Python

Master statistical analysis using Python's powerful libraries - from basic descriptive measures to advanced inferential techniques, with hands-on practice using real-world datasets and practical applications.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Hypothesis Testing in R

Master statistical decision-making in R through hands-on practice with t-tests, ANOVA, chi-square, and non-parametric tests. Apply these methods to real-world data analysis scenarios.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

LANTITE Numeracy

Prepare for success with LANTITE Numeracy. This self-paced course will develop your understanding of mathematical content, enable you to apply numeracy skills, and support you with activities to enhance your problem-solving and mathematical reasoning.

• OpenLearning
• 50 hours
• On-Demand
• Paid Course

Vital Statistics

Learn the basics of statistics and its relevance in various job sectors with our introductory course. Analyse real-world data sets and develop skills in data summarisation, appropriate analysis, and problem-solving.

• OpenLearning
• 50 hours
• On-Demand
• Paid Course

Introduction to Statistics

Did you know that you can make a mindful decision by simulating data into useful information? Well, this is doable if you grasp the concept, theory, and terms in statistics.

• OpenLearning
• On-Demand
• Paid Course

Statistics for Beginners

Did you know that you can make a mindful decision by simulating data into useful information? Well, this is doable if you grasp the concept, theory, and terms in statistics.

• OpenLearning
• On-Demand
• Paid Course

Probability & Statistics

Comprehensive overview of key probability and statistics concepts, from permutations to distributions, enhancing analytical skills for data interpretation and decision-making.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Professor Knudson

Applied Probability and Statistics Seminar Series

Explore cutting-edge statistical applications in health, astrophysics, and healthcare equity through expert-led seminars on football injuries, dark matter detection, and racial disparities in prostate cancer outcomes.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Apna Teacher

Probability Statistics

Comprehensive probability and statistics course covering basic to advanced concepts for business students, including distributions and probability laws.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

NOC- Probability and Statistics

Comprehensive coverage of probability and statistics concepts, including distributions, hypothesis testing, estimation methods, and descriptive statistics. Ideal for deepening statistical knowledge.

• YouTube
• 21 hours
• On-Demand
• Free Video