Udemy Workshop in Probability and Statistics

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Added on September 8, 2015 by twist84in Other > Tutorials
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Udemy Workshop in Probability and Statistics (Size: 1.89 GB)

		001 Course Welcome Introductory Lecture.mp4	20.79 MB
		002 Fundamentals of Probability.mp4	12.35 MB
		003 Events and Complements.mp4	12.38 MB
		004 And Or Intersection and Union.mp4	28.49 MB
		005 Descriptive Statistics.mp4	44.79 MB
		006 Problem Set 1 Walkthrough.mp4	45.41 MB
		007 Compound Probability and Independent Events.mp4	49.78 MB
		008 Conditional Probability I.mp4	24.87 MB
		009 Conditional Probability II.mp4	23.61 MB
		010 Joint and Marginal Probabilities.mp4	31.38 MB
		011 Problem Set 2 Walkthrough.mp4	31.03 MB
		012 Permutations and Combinations.mp4	15.8 MB
		013 Bayes Theorem.mp4	19.68 MB
		014 Conditional Probability Challenge Question.mp4	26.81 MB
		015 Random Variables and Probability Distributions.mp4	19.86 MB
		016 Expected Value.mp4	30.4 MB
		017 Problem Set 3 Walkthrough.mp4	48.19 MB
		018 Binomial Distributions.mp4	56.85 MB
		019 Functions of Random Variables.mp4	19.53 MB
		020 Graphing Probability Distributions.mp4	13.7 MB
		021 Problem Set 4 Walkthrough.mp4	37.72 MB
		022 The Normal Distribution.mp4	44.5 MB
		023 Z-Scores.mp4	44.28 MB
		024 Z-Score and Normal Distribution Examples.mp4	44.88 MB
		025 Problem Set 5 Walkthrough.mp4	44.56 MB
		026 Confidence Intervals.mp4	23.45 MB
		027 Covariance and Correlation of Joint Random Variables.mp4	43.5 MB
		028 Portfolio Analysis.mp4	30.01 MB
		029 Variance in Joint Random Variables Example.mp4	30.5 MB
		030 Problem Set 6 Walkthrough.mp4	34.91 MB
		031 Sampling.mp4	33.59 MB
		032 Sampling Distributions.mp4	29.15 MB
		033 Proportion Sampling.mp4	19.62 MB
		034 t-Distributions.mp4	36.16 MB
		035 Problem Set 7 Walkthrough.mp4	51.59 MB
		036 Sampling and Confidence Intervals Examples.mp4	35.52 MB
		037 Hypothesis Testing.mp4	70.75 MB
		038 Problem Set 8 Walkthrough.mp4	49.07 MB
		039 Simple Linear Regression.mp4	35.86 MB
		040 Analyzing Regression Output.mp4	64.94 MB
		041 Additional Regression Concepts.mp4	24.1 MB
		042 Prediction and Confidence Intervals in Regression.mp4	30.94 MB
		043 Regression Assumptions.mp4	21.21 MB
		044 Problem Set 9 Walkthrough.mp4	61.4 MB
		045 Multiple Regression 3223.mp4	57.52 MB
		046 Dummy and Time-Lagged Variables.mp4	21.71 MB
		047 Transformations.mp4	14.14 MB
		048 Multiple Regression Case Study.mp4	43.62 MB
		049 Analysis of Variance ANOVA.mp4	31.71 MB
		050 Problem Set 10 Walkthrough.mp4	54.75 MB
		051 Decision Analysis I Decision Trees.mp4	23.86 MB
		052 Decision Analysis II The Value of Information.mp4	19.99 MB
		053 Problem Set 11 Walkthrough.mp4	115.97 MB
		054 Concluding Lecture.mp4	34.56 MB

Description

MP4 | Video: 640x360 | 54 kbps | 44 KHz | Duration: 21 Hours | 1.88 GB

Genre: eLearning | Language: English

Course Description

This workshop is designed to help you make sense of basic probability and statistics with easy-to-understand explanations of all the subject's most important concepts. Whether you are starting from scratch or if you are in a statistics class and struggling with your assigned textbook or lecture material, this workshop was built with you in mind.

What are the requirements?

Knowledge of basic algebra
Microsoft Excel (recommended)
What am I going to get from this course?

Over 65 lectures and 20.5 hours of content!
By the end of this workshop you should be able to pass any introductory statistics course
This workshop will teach you probability, sampling, regression, and decision analysis
What is the target audience?

Current students who are (or will soon be) taking a course in introductory statistics with their home institutions
People in business who want a better grasp of probability and statistics.
Curriculum

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1.89 GB

seeders:11

leechers:22

Udemy Workshop in Probability and Statistics