[FreeAllCourse.Com] Udemy - Statistics for Business Analytics and Data Science A-Z™

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1.2 GB

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Category

Other

Added

02/09/20 at 5:12pm GMT+1

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Verified by VeriPLUS

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6b8338df98119b5c4135ec63f7bd14680993b4e1

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Description

Statistics for Business Analytics and Data Science A-Z™

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

What you'll learn?

Understand what a Normal Distribution is

Understand standard deviations

Explain the difference between continuous and discrete variables

Understand what a sampling distribution is

Understand the Central Limit Theorem

Apply the Central Limit Theorem in practice

Apply Hypothesis Testing for Means

Apply Hypothesis Testing for Proportions

Use the Z-Score and Z-Tables

Use the t-Score and t-Tables

Understand the difference between a normal distribution and a t-distribution

Understand and apply statistical significance

Create confidence intervals

Understand the potential pitfalls of overusing p-Values

Description

Created by Kirill Eremenko, SuperDataScience Team

Last updated 2/2020

English

File list

[FreeAllCourse.Com] Udemy - Statistics for Business Analytics and Data Science A-Z™
1. Welcome to the course/1. Welcome!.mp4 22.3 MB
1. Welcome to the course/1. Welcome!.srt 3 KB
1. Welcome to the course/2. BONUS Learning Paths.html 2.4 KB
1. Welcome to the course/3. Some Additional Resources!!.html 628 B
2. Distributions/1. Plan of Attack.mp4 5.2 MB
2. Distributions/1. Plan of Attack.srt 5.5 KB
2. Distributions/10. Homework Solution - Part 1.mp4 51.5 MB
2. Distributions/10. Homework Solution - Part 1.srt 26.7 KB
2. Distributions/11. Homework Solution - Part 2.mp4 50 MB
2. Distributions/11. Homework Solution - Part 2.srt 18.5 KB
2. Distributions/12. EXTRA Cantor's Diagonal Argument.mp4 19 MB
2. Distributions/12. EXTRA Cantor's Diagonal Argument.srt 16.7 KB
2. Distributions/13. Distributions.html 125 B
2. Distributions/2. Updates on Udemy Reviews.mp4 49 MB
2. Distributions/2. Updates on Udemy Reviews.srt 3.5 KB
2. Distributions/3. Continuous vs Discrete.mp4 17 MB
2. Distributions/3. Continuous vs Discrete.srt 10.8 KB
2. Distributions/4. What is a Distribution.mp4 26.3 MB
2. Distributions/4. What is a Distribution.srt 18.7 KB
2. Distributions/5. What is Standard Deviation.mp4 24.4 MB
2. Distributions/5. What is Standard Deviation.srt 19.5 KB
2. Distributions/6. Normal Distribution.mp4 8.8 MB
2. Distributions/6. Normal Distribution.srt 7.2 KB
2. Distributions/7. Skewness.mp4 7.8 MB
2. Distributions/7. Skewness.srt 6.6 KB
2. Distributions/8. Mean, Median, Mode.mp4 22.9 MB
2. Distributions/8. Mean, Median, Mode.srt 19.2 KB
2. Distributions/9. Homework.mp4 10 MB
2. Distributions/9. Homework.srt 8.1 KB
3. Central Limit Theorem/1. Plan of Attack.mp4 4.9 MB
3. Central Limit Theorem/1. Plan of Attack.srt 4.6 KB
3. Central Limit Theorem/10. Homework Solution.mp4 43.7 MB
3. Central Limit Theorem/10. Homework Solution.srt 27.2 KB
3. Central Limit Theorem/11. Central Limit Theorem.html 125 B
3. Central Limit Theorem/2. Populations and Samples.mp4 8.7 MB
3. Central Limit Theorem/2. Populations and Samples.srt 7.2 KB
3. Central Limit Theorem/3. Sampling Distribution.mp4 6.1 MB
3. Central Limit Theorem/3. Sampling Distribution.srt 4.8 KB
3. Central Limit Theorem/4. Central Limit Theorem.mp4 16.4 MB
3. Central Limit Theorem/4. Central Limit Theorem.srt 11.6 KB
3. Central Limit Theorem/5. Central Limit Theorem - Intuition.mp4 19.6 MB
3. Central Limit Theorem/5. Central Limit Theorem - Intuition.srt 15.1 KB
3. Central Limit Theorem/6. Central Limit Theorem - Visualization.mp4 21.2 MB
3. Central Limit Theorem/6. Central Limit Theorem - Visualization.srt 14.1 KB
3. Central Limit Theorem/7. Z-Score.mp4 24.6 MB
3. Central Limit Theorem/7. Z-Score.srt 14.7 KB
3. Central Limit Theorem/8. Hands-On CLT - Analytics Challenge.mp4 180.8 MB
3. Central Limit Theorem/8. Hands-On CLT - Analytics Challenge.srt 29.1 KB
3. Central Limit Theorem/9. Homework.mp4 6.6 MB
3. Central Limit Theorem/9. Homework.srt 4.8 KB
4. Hypothesis Testing Statistical Significance/1. Plan of Attack.mp4 3.4 MB
4. Hypothesis Testing Statistical Significance/1. Plan of Attack.srt 3.1 KB
4. Hypothesis Testing Statistical Significance/2. Hypothesis Testing - Steps.mp4 36.3 MB
4. Hypothesis Testing Statistical Significance/2. Hypothesis Testing - Steps.srt 24.4 KB
4. Hypothesis Testing Statistical Significance/3. Statistical Significance.mp4 22.7 MB
4. Hypothesis Testing Statistical Significance/3. Statistical Significance.srt 19.6 KB
4. Hypothesis Testing Statistical Significance/4. Hypothesis Testing - Rejection Region.mp4 24.7 MB
4. Hypothesis Testing Statistical Significance/4. Hypothesis Testing - Rejection Region.srt 12.3 KB
4. Hypothesis Testing Statistical Significance/5. Hypothesis Testing Assumptions.mp4 24.2 MB
4. Hypothesis Testing Statistical Significance/5. Hypothesis Testing Assumptions.srt 20.1 KB
4. Hypothesis Testing Statistical Significance/6. Proportion Testing.mp4 39.7 MB
4. Hypothesis Testing Statistical Significance/6. Proportion Testing.srt 23.8 KB
4. Hypothesis Testing Statistical Significance/7. Homework.mp4 3.9 MB
4. Hypothesis Testing Statistical Significance/7. Homework.srt 2.1 KB
4. Hypothesis Testing Statistical Significance/8. Homework Solution.mp4 31.8 MB
4. Hypothesis Testing Statistical Significance/8. Homework Solution.srt 20.6 KB
4. Hypothesis Testing Statistical Significance/9. Hypothesis Testing Statistical Significance.html 125 B
5. Advanced Hypothesis Testing/1. What it means when you cannot reject the Null Hypothesis.mp4 33.3 MB
5. Advanced Hypothesis Testing/1. What it means when you cannot reject the Null Hypothesis.srt 24.1 KB
5. Advanced Hypothesis Testing/2. Student's t-distribution.mp4 19.5 MB
5. Advanced Hypothesis Testing/2. Student's t-distribution.srt 14.8 KB
5. Advanced Hypothesis Testing/3. T-Tests.mp4 49.5 MB
5. Advanced Hypothesis Testing/3. T-Tests.srt 27.4 KB
5. Advanced Hypothesis Testing/4. 1-Tailed And 2-Tailed Tests.mp4 19.3 MB
5. Advanced Hypothesis Testing/4. 1-Tailed And 2-Tailed Tests.srt 15 KB
5. Advanced Hypothesis Testing/5. 2-Tailed Test Exercise.mp4 38.3 MB
5. Advanced Hypothesis Testing/5. 2-Tailed Test Exercise.srt 22.4 KB
5. Advanced Hypothesis Testing/6. Warning about misuse and overuse of p-values.mp4 52.6 MB
5. Advanced Hypothesis Testing/6. Warning about misuse and overuse of p-values.srt 19.1 KB
5. Advanced Hypothesis Testing/7. Real Life Example.mp4 30.4 MB
5. Advanced Hypothesis Testing/7. Real Life Example.srt 3.6 KB
5. Advanced Hypothesis Testing/8. Advanced Hypothesis Testing.html 125 B
5. Advanced Hypothesis Testing/9. THANK YOU bonus video.mp4 52.2 MB
5. Advanced Hypothesis Testing/9. THANK YOU bonus video.srt 2.3 KB
6. Vitaly Dolgov's Guest Section/1. Who is Vitaly Dolgov.html 1.3 KB
6. Vitaly Dolgov's Guest Section/2. Pareto Principle - Part 1.mp4 21.9 MB
6. Vitaly Dolgov's Guest Section/2. Pareto Principle - Part 1.srt 13.7 KB
6. Vitaly Dolgov's Guest Section/3. Pareto Principle - Part 2.mp4 5.5 MB
6. Vitaly Dolgov's Guest Section/3. Pareto Principle - Part 2.srt 3.9 KB
6. Vitaly Dolgov's Guest Section/4. Pareto Principle - Part 3.mp4 6.8 MB
6. Vitaly Dolgov's Guest Section/4. Pareto Principle - Part 3.srt 4.1 KB
6. Vitaly Dolgov's Guest Section/5. Trends in Analytics - Part 1.mp4 22.7 MB
6. Vitaly Dolgov's Guest Section/5. Trends in Analytics - Part 1.srt 14.9 KB
6. Vitaly Dolgov's Guest Section/6. Trends in Analytics - Part 2.mp4 34.3 MB
6. Vitaly Dolgov's Guest Section/6. Trends in Analytics - Part 2.srt 21.3 KB
6. Vitaly Dolgov's Guest Section/7. Pareto Principle Trends in Analytics.html 125 B
7. Bonus Lectures/1. YOUR SPECIAL BONUS.html 1.1 KB
Read Me.txt 1 KB

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