Search result for Probability distributions Online Courses & Certifications
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Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions
by Sharad Borle- 4.7
Approx. 21 hours to complete
Module 2: Descriptive Measures of Association, Probability, and Statistical Distributions The module then introduces the notion of probability and random variables and starts introducing statistical distributions. • Probability and random variables; discrete versus continuous data Working with Distributions (Normal, Binomial, Poisson), Population and Sample Data Working with Distributions (Normal, Binomial, Poisson), Population and Sample Data...
Probability and Statistics III: A Gentle Introduction to Statistics
by David Goldsman- 0.0
4 Weeks
We begin by walking through a library of probability distributions – including the normal distribution, which in turn leads to the Central Limit Theorem. We begin by walking through a library of probability distributions, where we motivate their uses and go over their fundamental properties. Review a library of discrete and continuous probability distributions Identify statistical sampling distributions...
$199
Probability and Statistics III: A Gentle Introduction to Statistics
by David Goldsman- 0.0
4 Weeks
We begin by walking through a library of probability distributions – including the normal distribution, which in turn leads to the Central Limit Theorem. We begin by walking through a library of probability distributions, where we motivate their uses and go over their fundamental properties. Review a library of discrete and continuous probability distributions Identify statistical sampling distributions...
$199
Managing, Describing, and Analyzing Data
by Wendy Martin- 4.4
Approx. 17 hours to complete
You will learn four probability distributions commonly used in the analysis of data. You will analyze data sets using the appropriate probability distribution. Frequency Distributions Probability and Probability Distributions Introduction to Probability Part 1 Probability Distributions Part 1 Probability Distributions Part 2 Probability and Probability Distributions Solve problems and make decisions using probability distributions...
Probability: Basic Concepts & Discrete Random Variables
by Mark D. Ward- 0.0
6 Weeks
Learn fundamental concepts of mathematical probability to prepare for a career in the growing field of information and data science. In this course, we will first introduce basic probability concepts and rules, including Bayes theorem, probability mass functions and CDFs, joint distributions and expected values. Some of the most widely used probability models with discrete random variables...
$49
Probability for Statistics and Data Science
by 365 Careers- 4.3
3.5 hours on-demand video
Probability for improved business decisions: Introduction, Combinatorics, Bayesian Inference, Distributions Probability is probably the most fundamental skill you need to acquire if you want to be successful in the world of business. To be more specific, we focus on the business implementation of probability concepts. Distributions are something like the “heart” of probability applied in data science....
$14.99
Probability and Statistics IV: Confidence Intervals and Hypothesis Tests
by David Goldsman- 0.0
4 Weeks
Finally, we formulate and interpret hypothesis tests for a variety of probability distributions and their parameters. Finally, we formulate and interpret hypothesis tests for a variety of probability distributions and their parameters. Formulate and interpret confidence intervals for a variety of probability distributions and their parameters Formulate and interpret hypothesis tests for a variety of probability distributions and their parameters...
$199
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Business Statistics with R
by Diego Fernandez- 3.7
4 hours on-demand video
Evaluate probability distribution goodness of fit through Kolmogorov-Smirnov, Cramer-von Mises and Anderson Darling tests. Approximate population mean two tails, right tail and population proportion left tail statistical inference tests probability values. Estimate paired populations means assuming equal population variances two tail statistical inference test probability value. Next, you’ll define probability distributions....
$9.99
Introduction to Probability and Statistics
by Dane McGuckian- 4.7
8 hours on-demand video
There will be extensive coverage of probability topics along with an introduction to discrete and continuous probability distributions....
$15.99
Probabilistic Graphical Models 1: Representation
by Daphne Koller- 4.6
Approx. 67 hours to complete
Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. These representations sit at the intersection of statistics and computer science, relying on concepts from probability theory, graph algorithms, machine learning, and more....