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Lynda - Statistics Fundamentals - Part 1 - Beginning with Eddie Davila
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329.34 MB
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Lynda - Statistics Fundamentals - Part 1 - Beginning with Eddie Davila
1. The World of Statistics
1.1 Why statistics matter in your life .mp4
- 11.68 MB
1.2 Is my data set good? .mp4
- 11.02 MB
1.3 Is my data set good? .mp4
- 13.28 MB
10. Continuous Probability Distributions
10.1 Probability densities: Curves and continuous random variables.mp4
- 6.69 MB
10.2 The famous bell-shaped curve: Introduction.mp4
- 5.35 MB
10.3 Fuzzy central limit theorem.mp4
- 6.74 MB
10.4 Using the Z transformation to find probabilities.mp4
- 9.09 MB
2. The Center of the Data
2.1 The middle of the data: Means and medians.mp4
- 12.29 MB
2.2 Medians for data sets with even numbers of data points.mp4
- 3.08 MB
2.3 Weighted mean .mp4
- 10.41 MB
2.4 The mode: Find it and understand it .mp4
- 7.23 MB
3. Data Variability
3.1 The range .mp4
- 6.55 MB
3.2 Standard deviation: Calculate it and understand it .mp4
- 7.62 MB
3.3 How many standard deviations? .mp4
- 9.09 MB
3.4 Outliers .mp4
- 11.19 MB
4. Distribution and Relative Position
4.1 Z-score: Measuring by using standard deviations .mp4
- 7.06 MB
4.2 Empirical rule: What symmetry tells us .mp4
- 6.97 MB
4.3 Calculating percentiles: Where do you stand? .mp4
- 10.19 MB
5. Probability Explained
5.1 Defining probabilty .mp4
- 10.89 MB
5.2 Examples of probability .mp4
- 10.12 MB
5.3 Types of probability .mp4
- 13.91 MB
6. Multiple Event Probability
6.1 Probability of two events: Either event? Both events?.mp4
- 7.35 MB
6.2 Explanation of conditional probability - If X happens, then.mp4
- 11.06 MB
6.3 Relationship between two events: Independence vs. dependence.mp4
- 6.47 MB
6.4 Bayes theorem and false positives .mp4
- 11.61 MB
6.5 Even more of Bayes theorem .mp4
- 7.05 MB
7. How Objects Are Arranged
7.1 Permutations: The order of things .mp4
- 8.08 MB
7.2 Combinations: Permutations without regard for order.mp4
- 9.51 MB
8. Discrete vs. Continuous Probability Distributions
8.1 Discrete vs. continuous: What's the difference?.mp4
- 10.1 MB
9. Discrete Probability Distributions
9.1 Mean and standard deviation of discrete probability distributions.mp4
- 9.52 MB
9.2 Expected monetary value .mp4
- 9.54 MB
9.3 Binomial experiments: When there are only two possible outcomes.mp4
- 11.6 MB
Conclusion
What's next and what's ahead in stats 2 and 3 courses?.mp4
- 4.97 MB
Introduction
Using the exercise files.mp4
- 2.72 MB
Welcome.mp4
- 25.53 MB
What you should know before watching this course.mp4
- 3.6 MB
Statistics Fundamentals - Part 1 - Beginning with Eddie Davila .odt
- 62.82 KB
Statistics Fundamentals - Part 1 - Beginning with Eddie Davila .pdf
- 159.16 KB
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InfoHash:
8EDE8C04B13CA7F8F6C9D4DE22945E89E36C6425
Last updated:
Jan 24, 2022
File count:
38 B
File Category:
1
Tags:
lynda, statistics, fundamentals, part, beginning, eddie, davila
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