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

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.2 GB
  • Uploaded ByLMorningStar
  • Downloads252
  • Last checkedFeb. 11th '20
  • Date uploadedFeb. 10th '20
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Infohash : 6B8338DF98119B5C4135EC63F7BD14680993B4E1

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

Get Paid Udemy Course For Free: FreeAllCourse.Com 


Files:

[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!.srt (3.0 KB)
  • 2. BONUS Learning Paths.html (2.4 KB)
  • 3. Some Additional Resources!!.html (0.6 KB)
2. Distributions
  • 1. Plan of Attack.mp4 (5.2 MB)
  • 1. Plan of Attack.srt (5.5 KB)
  • 10. Homework Solution - Part 1.mp4 (51.5 MB)
  • 10. Homework Solution - Part 1.srt (26.7 KB)
  • 11. Homework Solution - Part 2.mp4 (50.0 MB)
  • 11. Homework Solution - Part 2.srt (18.5 KB)
  • 12. EXTRA Cantor's Diagonal Argument.mp4 (19.0 MB)
  • 12. EXTRA Cantor's Diagonal Argument.srt (16.7 KB)
  • 13. Distributions.html (0.1 KB)
  • 2. Updates on Udemy Reviews.mp4 (49.0 MB)
  • 2. Updates on Udemy Reviews.srt (3.5 KB)
  • 3. Continuous vs Discrete.mp4 (17.0 MB)
  • 3. Continuous vs Discrete.srt (10.8 KB)
  • 4. What is a Distribution.mp4 (26.3 MB)
  • 4. What is a Distribution.srt (18.7 KB)
  • 5. What is Standard Deviation.mp4 (24.4 MB)
  • 5. What is Standard Deviation.srt (19.5 KB)
  • 6. Normal Distribution.mp4 (8.8 MB)
  • 6. Normal Distribution.srt (7.2 KB)
  • 7. Skewness.mp4 (7.8 MB)
  • 7. Skewness.srt (6.6 KB)
  • 8. Mean, Median, Mode.mp4 (22.9 MB)
  • 8. Mean, Median, Mode.srt (19.2 KB)
  • 9. Homework.mp4 (10.0 MB)
  • 9. Homework.srt (8.1 KB)
3. Central Limit Theorem
  • 1. Plan of Attack.mp4 (4.9 MB)
  • 1. Plan of Attack.srt (4.6 KB)
  • 10. Homework Solution.mp4 (43.7 MB)
  • 10. Homework Solution.srt (27.2 KB)
  • 11. Central Limit Theorem.html (0.1 KB)
  • 2. Populations and Samples.mp4 (8.7 MB)
  • 2. Populations and Samples.srt (7.2 KB)
  • 3. Sampling Distribution.mp4 (6.1 MB)
  • 3. Sampling Distribution.srt (4.8 KB)
  • 4. Central Limit Theorem.mp4 (16.4 MB)
  • 4. Central Limit Theorem.srt (11.6 KB)
  • 5. Central Limit Theorem - Intuition.mp4 (19.6 MB)
  • 5. Central Limit Theorem - Intuition.srt (15.1 KB)
  • 6. Central Limit Theorem - Visualization.mp4 (21.2 MB)
  • 6. Central Limit Theorem - Visualization.srt (14.1 KB)
  • 7. Z-Score.mp4 (24.6 MB)
  • 7. Z-Score.srt (14.7 KB)
  • 8. Hands-On CLT - Analytics Challenge.mp4 (180.8 MB)
  • 8. Hands-On CLT - Analytics Challenge.srt (29.1 KB)
  • 9. Homework.mp4 (6.6 MB)
  • 9. Homework.srt (4.8 KB)
4. Hypothesis Testing Statistical Significance
  • 1. Plan of Attack.mp4 (3.4 MB)
  • 1. Plan of Attack.srt (3.1 KB)
  • 2. Hypothesis Testing - Steps.mp4 (36.3 MB)
  • 2. Hypothesis Testing - Steps.srt (24.4 KB)
  • 3. Statistical Significance.mp4 (22.7 MB)
  • 3. Statistical Significance.srt (19.6 KB)
  • 4. Hypothesis Testing - Rejection Region.mp4 (24.7 MB)
  • 4. Hypothesis Testing - Rejection Region.srt (12.3 KB)
  • 5. Hypothesis Testing Assumptions.mp4 (24.2 MB)
  • 5. Hypothesis Testing Assumptions.srt (20.1 KB)
  • 6. Proportion Testing.mp4 (39.7 MB)
  • 6. Proportion Testing.srt (23.8 KB)
  • 7. Homework.mp4 (3.9 MB)
  • 7. Homework.srt (2.1 KB)
  • 8. Homework Solution.mp4 (31.8 MB)
  • 8. Homework Solution.srt (20.6 KB)
  • 9. Hypothesis Testing Statistical Significance.html (0.1 KB)
5. Advanced Hypothesis Testing
  • 1. What it means when you cannot reject the Null Hypothesis.mp4 (33.3 MB)
  • 1. What it means when you cannot reject the Null Hypothesis.srt (24.1 KB)
  • 2. Student's t-distribution.mp4 (19.5 MB)
  • 2. Student's t-distribution.srt (14.8 KB)
  • 3. T-Tests.mp4 (49.5 MB)
  • 3. T-Tests.srt (27.4 KB)
  • 4. 1-Tailed And 2-Tailed Tests.mp4 (19.3 MB)
  • 4. 1-Tailed And 2-Tailed Tests.srt (15.0 KB)
  • 5. 2-Tailed Test Exercise.mp4 (38.3 MB)
  • 5. 2-Tailed Test Exercise.srt (22.4 KB)
  • 6. Warning about misuse and overuse of p-values.mp4 (52.6 MB)
  • 6. Warning about misuse and overuse of p-values.srt (19.1 KB)
  • 7. Real Life Example.mp4 (30.4 MB)
  • 7. Real Life Example.srt (3.6 KB)
  • 8. Advanced Hypothesis Testing.html (0.1 KB)
  • 9. THANK YOU bonus video.mp4 (52.2 MB)
  • 9. THANK YOU bonus video.srt (2.3 KB)
6. Vitaly Dolgov's Guest Section
  • 1. Who is Vitaly Dolgov.html (1.3 KB)
  • 2. Pareto Principle - Part 1.mp4 (21.9 MB)
  • 2. Pareto Principle - Part 1.srt (13.7 KB)
  • 3. Pareto Principle - Part 2.mp4 (5.5 MB)
  • 3. Pareto Principle - Part 2.srt (3.9 KB)
  • 4. Pareto Principle - Part 3.mp4 (6.8 MB)
  • 4. Pareto Principle - Part 3.srt (4.1 KB)
  • 5. Trends in Analytics - Part 1.mp4 (22.7 MB)
  • 5. Trends in Analytics - Part 1.srt (14.9 KB)
  • 6. Trends in Analytics - Part 2.mp4 (34.3 MB)
  • 6. Trends in Analytics - Part 2.srt (21.3 KB)
  • 7. Pareto Principle Trends in Analytics.html (0.1 KB)
7. Bonus Lectures
  • 1. YOUR SPECIAL BONUS.html (1.1 KB)
  • Read Me.txt (1.0 KB)
  • [FreeAllCourse.Com].URL (0.2 KB)

Code:

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