Udemy – Workshop in Probability and Statistics 2019-1

Description

Workshop in Probability and Statistics is a course in statistics and probability training offered by Udemy. Statistics is a branch of mathematics that deals with the collection, interpretation, analysis, organization, and presentation of data. Probability is also related to the chance of an accident occurring and analyzing random events. You will learn these two important branches of mathematics well during this course.

It does not matter if you are new to statistics or probability, or if you are looking to improve your skills in this area; In any case, this course will be completely suitable for you. At the beginning of the course you will get acquainted with the basic topics and common terms in statistics and probabilities and then you will learn the required techniques and formulas. The course instructor explains important topics such as random variables, conditional probabilities, probability distributions, normal distributions, and sampling, and introduces you to decision analysis and linear regression.

Items that are taught in this course

Familiarity with introductory topics and common terms in statistics and probability

Teaching essential techniques and formulas

Random variables

Conditional probabilities

Probability distribution and normal distribution

Prototyping

Decision analysis and linear regression

Workshop in Probability and Statistics course details

English language

Duration: 22 hours and 13 minutes

Number of courses: 74

Level of education: Intermediate

Instructor: George Ingersoll

File format: mp4

Topics

74 lectures 22:13:13

Basic Probability and Terminology 10 lectures 01:36:12

Joint and Conditional Probability 6 lectures 01:31:07

Bayes’ Rule & Random Variables 7 lectures 01:35:52

Probability Distributions 5 lectures 01:23:47

The Normal Distribution 5 lectures 01:57:06

Joint Random Variables 6 lectures 01:43:13

Sampling 7 lectures 02:14:55

Hypothesis Testing 3 lectures 01:18:53

Simple Linear Regression 7 lectures 02:13:09

Multiple Regression 7 lectures 02:07:42

Decision Analysis 5 lectures 02:18:46

Section 12: Summary Assessment 6 lectures 01:36:31

Prerequisite

Knowledge of basic algebra

Microsoft Excel (recommended)

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p