Statistics & Probability Courses and Certifications

Statistics for Data Analysis Using Python

1536 ratings at Udemy

Learn Python from Basics • Descriptive, Inferential Statistics • Plots for Data Visualization • Data Science

• Udemy
• 15 hours 58 minutes
• Self-Paced
• Paid Course

American Psychological Association

Statistics in Psychological Research

66 ratings at Coursera

This is primarily aimed at first- and second-year undergraduates interested in psychology, statistics, data analysis, and research methods along with high school students and professionals with similar interests.

• Coursera
• 11 hours 47 minutes
• Self-Paced
• Paid Course

Applied Statistics for Data Analytics

62 ratings at Coursera

Gain insights into foundational statistics, from descriptive analysis to hypothesis testing, while mastering practical techniques for extracting meaningful insights from data through hands-on examples.

• Coursera
• 1 day 10 hours 46 minutes
• Self-Paced
• Paid Course

Introductory Statistics : Basic Ideas and Instruments for Statistical Inference

1 rating

This course utilizes real-life applications of Statistics in an exploration of the Statistical Inferenceprocess.

• edX
• 4 weeks, 1-2 hours/week
• Self-Paced
• Free Certificate

EDUCBA

Regression & Forecasting for Data Scientists using Python

43 ratings at Coursera

Master Python-based regression and forecasting techniques for data-driven decision-making across industries. Covers time-series analysis, ARIMA models, data preprocessing, and linear regression model creation.

• Coursera
• 13 hours 5 minutes
• Self-Paced
• Paid Course

Coursera

Statistics For Data Science

42 ratings at Coursera

This is a hands-on project to give you an overview of how to use statistics in data science.

• Coursera
• 1 hour 52 minutes
• Self-Paced
• Paid Course

Coursera

Basic Statistics in Python (Correlations and T-tests)

35 ratings at Coursera

Learn Python for basic statistics: data handling, exploratory analysis, correlations, t-tests. Analyze World Bank Science and Technology data using boxplots, scatter plots, and statistical methods.

• Coursera
• 2 hours 5 minutes
• Self-Paced
• Paid Course

Statistics and R

20 ratings

An introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

IBM;  University of London

Statistics and Clustering in Python

22 ratings at Coursera

Master statistical analysis and data clustering using Python, from basic statistics to K-means algorithm implementation. Work with Pandas for data manipulation and complete hands-on clustering projects.

• Coursera
• 17 hours 51 minutes
• Self-Paced
• Paid Course

Multilevel Modeling

21 ratings at Coursera

Introduction to multilevel modeling theory and practice using R, focusing on two-level models with continuous response variables for analyzing hierarchical data in social sciences.

• Coursera
• 7 hours 56 minutes
• Self-Paced
• Paid Course

Statistics & Data Analytics For Data Science And Business

1101 ratings at Udemy

A Beginner's Guide To Statistics & Data Analytics For Data Science and Business Decisions (+Ebook & Templates)

• Udemy
• 2 hours 33 minutes
• Self-Paced
• Paid Course

MathTrackX: Statistics

6 ratings at edX

Understand fundamental concepts relating to statistical inference and how they can be applied to solve real world problems.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

MathTrackX: Probability

Understand probability and how it manifests in the world around us.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

London School of Economics and Political Science

Statistics 1 Part 2: Statistical Methods

11 ratings at edX

The second in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further study at undergraduate level.

• edX
• 5 weeks, 12-15 hours/week
• Self-Paced
• Free Online Course (Audit)

JMP Training for Statistics & Data Visualization

1051 ratings at Udemy

Learn Statistics, Analytics & Data Visualization with JMP Statistical Software

• Udemy
• 3 hours 22 minutes
• Self-Paced
• Paid Course