Learn Statistics & Probability
The best videos, books, apps, and other learning resources our members recommend:
Applying mathematical reasoning
6th - 8th | Online classThis tutorial is less about statistics and more about interpreting data—whether it is presented as a table, pictograph, bar graph or line graph. Good for someone new to these ideas. For a student...
Basic Statistics
High School - College | Online classUnderstanding statistics is essential to understand research in the social and behavioral sciences. In this course you will learn the basics of statistics; not just how to calculate them, but also...
BUS204: Business Statistics
College | Online classThis course will introduce you to business statistics, or the application of statistics in the workplace. Statistics is a course in the methods for gathering, analyzing, and interpreting data. If...
Combinations - Counting Using Combinations
7th - High School | Online video/YouTubeSome combinatorics and discrete math basics. Combinations, permutations, and probability.
Data and statistics
High School - College | Online classIn statistics, we try to make sense of the world by collecting, organizing, analyzing, and presenting large amounts of data. For example, you may survey your friends about what tv show is most...
Data, Probability and Statistics
7th - High School | Online resourceTopics covered: Finding a central value Mean value Median value Modal value Quartiles and percentiles Standard deviations Correlation Probability Combinations and Permutations Binomial...
Descriptive statistics
College | Online classThis is the foundational tutorial for the rest of statistics. We start thinking about how you can represent a set of numbers with one number that somehow represents the “center”. We then talk about...
General Statistics Online Course
College | Online resourceJoin Dr. Ji Son’s General Statistics online course which combines clear explanations of concepts, tons of diagrams, and step-by-step examples. Dr. Son also utilizes Excel to break down difficult...
Inferential and Predictive Statistics for Business
High School - College | Online classIn this course, you will learn the language of uncertainty and the statistical methods for making inferences and decisions on the basis of limited information and data. The course will build on...
Inferential statistics
College | Online classThe normal distribution (often referred to as the “bell curve” is at the core of most of inferential statistics. By assuming that most complex processes result in a normal distribution (we’ll see...
Inferential Statistics
High School - College | Online classThis course covers commonly used statistical inference methods for numerical and categorical data. You will learn how to set up and perform hypothesis tests, interpret p-values, and report the...
Introduction to Probability and Data
College | Online classThis course introduces you to sampling and exploring data, as well as basic probability theory and Bayes’ rule. You will examine various types of sampling methods, and discuss how such methods can...
Introduction to Probability Online Course
College | Online classJoin Dr. William Murray in his Introduction to Probability online course where every lesson begins with a clear overview of formulas followed by step-by-step examples. Dr. Murray focuses on the...
K12MATH014: Advanced Statistics
College | Online classThe course is divided into 10 units of study. The first two units are devoted to simple statistical calculations and graphical representations of data. Most of this material will be familiar to you...
Life of Fred: Statistics, Expanded Edition
High School - College | BookThis book contains more statistics than is usually taught in a college course. It covers… Descriptive Statistics (averages, measures of dispersion, types of distributions) Probability Bayes’...
Linear Regression and Modeling
College | Online classLinear Regression and Modeling is course 3 of 5 in the Statistics with R Specialization. In this Specialization, you will learn to analyze and visualize data in R and created reproducible data...
MA121: Introduction to Statistics
College | Online classIf you invest in financial markets, you may want to predict the price of a stock in six months from now on the basis of company performance measures and other economic factors. As a college...
Mathematical Biostatistics Boot Camp 1
College | Online classThis class presents the fundamental probability and statistical concepts used in elementary data analysis. It will be taught at an introductory level for students with junior or senior...
Probability and statistics
7th - College | Online classWant a personalized probability and statistics experience? Missions recommend what to learn next, help you remember what you’ve learned by mixing skills, and save your progress.
Probability and statistics
1st - 8th | Online resourcePractice probability and statistics skills on IXL, have fun, and win awards!
Statistical studies
College | Online classInferring population mean from sample mean Much of statistics is based upon using data from a random sample that is representative of the population at large. From that sample mean, we can infer thin…
Statistics
High School - College | Online video/YouTubeLearn statistics with Professor Leonard. Topics: Data Analysis and Interpretation, Data Descriptors, Probability, Binomial and Normal Distributions, Confidence Intervals, and Hypothesis testing...
Statistics Capstone Project
High School - College | Online classThe capstone project will be an analysis using R that answers a specific scientific/business question provided by the course team. A large and complex dataset will be provided to learners and the...
Statistics Course Assistant
High School - College | Android, iPhone/iPad, WindowsGet help and answers for your Statistics classes. Easy interface guides you through course topics and has calculators and solvers for your homework. Create a bar chart, histogram, or scatter plot...
Statistics Curriculum
9th - High School | Online resourceStatistics Graphs and Statistical Presentation Visually Representing Numerical Data, Splitting up the Whole with Pie Graphs , Showing the Overlap with Venn Diagrams, Comparing Categories with Bar...
Statistics & Probability
7th - College | Online video/YouTubeHippoCampus.org is a free, core academic web site that delivers rich multimedia content—videos, animations, and simulations—on general education subjects to middle-school and high-school teachers...
The Manga Guide to Statistics
7th - College | BookThe Manga Guide to Statistics will teach you everything you need to know about this essential discipline, while entertaining you at the same time. With its unique combination of Japanese-style...
The Signal and the Noise: Why So Many Predictions Fail - But Some Don't
College | Audio CD/MP3, Book, ebook/KindleNate Silver built an innovative system for predicting baseball performance, predicted the 2008 election within a hair’s breadth, and became a national sensation as a blogger—all by the time he was...
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