Statistics & Probability Courses and Certifications

Probability and Statistics

Master fundamental probability and statistical concepts, from basic axioms to hypothesis testing, with practical applications in engineering, data analysis, and decision-making processes.

• XuetangX
• On-Demand
• Free Online Course

Python and Statistics for Financial Analysis

661 reviews

Due to python’s simplicity and high readability, it is gaining its importance in the financial industry. The course combines both python coding and statistical concepts and applies into analyzing financial data, such as stock data.

• Coursera
• 12 hours 54 minutes
• On-Demand
• Paid Course

• Best of All Time

Great Learning

Statistics for Data Science - Probability and Statistics for Engineers

Comprehensive 12-hour course covering essential statistics concepts for data science, from basics to advanced topics. Taught by Stanford PhD, includes practical applications and business problem-solving.

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

Professor Leonard

Statistics Lecture - A Study of Binomial Probability Distributions

Explore binomial probability distributions, covering key concepts, terminology, and calculation methods for independent events and success/failure scenarios.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Insights into Mathematics

Elementary Probability and Statistics

Discover fundamental concepts in probability theory and statistics, from basic counting to normal distributions, with clear explanations of random variables and statistical measures.

• YouTube
• 7 hours 35 minutes
• On-Demand
• Free Video

NPTEL;  IIT Madras

Introduction to Probability and Statistics

This course is aimed at being a pre-term or a preparatory course for probability and statistics. It is very basic and introduces the students to the understanding of data and measuring associations. It also introduces the concepts of probability and dist…

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

NPTEL;  IIT Kharagpur

Mathematics - Probability and Statistics

Comprehensive exploration of probability and statistics, covering set theory, probability laws, distributions, sampling, descriptive statistics, estimation, and hypothesis testing.

• YouTube
• 1 day 14 hours
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Probability and Statistics

Comprehensive exploration of probability theory, statistical distributions, sampling, estimation, and hypothesis testing, providing a solid foundation for data analysis and statistical inference.

• YouTube
• 1 day 14 hours
• On-Demand
• Free Video

Understanding Clinical Research: Behind the Statistics

889 reviews

If you’ve ever skipped over`the results section of a medical paper because terms like “confidence interval” or “p-value” go over your head, then you’re in the right place.

• Coursera
• 1 day 3 hours 11 minutes
• On-Demand
• Paid Course

• Best of All Time

Statistics 110 - Probability

1 review

Comprehensive introduction to probability theory, covering fundamental concepts, distributions, and applications. Ideal for understanding statistics, science, and randomness in various fields.

• YouTube
• 1 day 3 hours
• On-Demand
• Free Video

Intro to Inferential Statistics

8 reviews

Intro to Inferential Statistics will teach you how to test your hypotheses and begin to make predictions based on statistical results drawn from data!

• Udacity
• 17 hours
• On-Demand
• Free Online Course

Introduction to Statistics

4278 ratings at Coursera

You will gain the foundational skills that prepare you to pursue more advanced topics in statistical thinking and machine learning.

• Coursera
• 14 hours 6 minutes
• On-Demand
• Paid Course

Statistics for Business Analytics and Data Science A-Z™

12784 ratings at Udemy

Learn The Core Stats For A Data Science Career. Master Statistical Significance, Confidence Intervals And Much More!

• Udemy
• 6 hours 6 minutes
• On-Demand
• Paid Course

Statistics Fundamentals

356 ratings at Corporate Finance Institute

Explore the landscape of statistics and learn how to: Select the right approach for a specific statistics problem Generate descriptive statistics using Excel’s Data Analysis ToolPak Run a statistical test and interpret the results in Excel

• Corporate Finance Institute
• 1 hour 52 minutes
• On-Demand
• Paid Course

Great Learning

Probability and Statistics - Bayes Theorem Probability - Normal Distribution Probability

Probability Theory and Statistics are very essential when it comes to data science or predictive modeling as they form the basis for decision making. Thus it becomes, extremely important for a data scientist to be good with probability.

• YouTube
• 2 hours 28 minutes
• On-Demand
• Free Video