Download Lynda - Statistics Fundamentals - Part 1 - Beginning with Eddie Torrent

Torrent Contents Size: 329.34 MB

Lynda - Statistics Fundamentals - Part 1 - Beginning with Eddie

1. The World of Statistics

1.1 Why statistics matter in your life .mp4	MP4	11.68 MB
1.2 Is my data set good? .mp4	MP4	11.02 MB
1.3 Is my data set good? .mp4	MP4	13.28 MB

10. Continuous Probability Distributions

10.1 Probability densities: Curves and continuous random variables.mp4	MP4	6.69 MB
10.2 The famous bell-shaped curve: Introduction.mp4	MP4	5.35 MB
10.3 Fuzzy central limit theorem.mp4	MP4	6.74 MB
10.4 Using the Z transformation to find probabilities.mp4	MP4	9.09 MB

2. The Center of the Data

2.1 The middle of the data: Means and medians.mp4	MP4	12.29 MB
2.2 Medians for data sets with even numbers of data points.mp4	MP4	3.08 MB
2.3 Weighted mean .mp4	MP4	10.41 MB
2.4 The mode: Find it and understand it .mp4	MP4	7.23 MB

3. Data Variability

3.1 The range .mp4	MP4	6.55 MB
3.2 Standard deviation: Calculate it and understand it .mp4	MP4	7.62 MB
3.3 How many standard deviations? .mp4	MP4	9.09 MB
3.4 Outliers .mp4	MP4	11.19 MB

4. Distribution and Relative Position

4.1 Z-score: Measuring by using standard deviations .mp4	MP4	7.06 MB
4.2 Empirical rule: What symmetry tells us .mp4	MP4	6.97 MB
4.3 Calculating percentiles: Where do you stand? .mp4	MP4	10.19 MB

5. Probability Explained

5.1 Defining probabilty .mp4	MP4	10.89 MB
5.2 Examples of probability .mp4	MP4	10.12 MB
5.3 Types of probability .mp4	MP4	13.91 MB

6. Multiple Event Probability

6.1 Probability of two events: Either event? Both events?.mp4	MP4	7.35 MB
6.2 Explanation of conditional probability - If X happens, then.mp4	MP4	11.06 MB
6.3 Relationship between two events: Independence vs. dependence.mp4	MP4	6.47 MB
6.4 Bayes theorem and false positives .mp4	MP4	11.61 MB
6.5 Even more of Bayes theorem .mp4	MP4	7.05 MB

7. How Objects Are Arranged

	7.1 Permutations: The order of things .mp4	MP4	8.08 MB
	7.2 Combinations: Permutations without regard for order.mp4	MP4	9.51 MB

8. Discrete vs. Continuous Probability Distributions

8.1 Discrete vs. continuous: What's the difference?.mp4

MP4

10.1 MB

9. Discrete Probability Distributions

9.1 Mean and standard deviation of discrete probability distributions.mp4	MP4	9.52 MB
9.2 Expected monetary value .mp4	MP4	9.54 MB
9.3 Binomial experiments: When there are only two possible outcomes.mp4	MP4	11.6 MB

Conclusion

What's next and what's ahead in stats 2 and 3 courses?.mp4

MP4

4.97 MB

Introduction

Using the exercise files.mp4	MP4	2.72 MB
Welcome.mp4	MP4	25.53 MB
What you should know before watching this course.mp4	MP4	3.6 MB

Statistics Fundamentals - Part 1 - Beginning with Eddie Davila .odt

ODT

62.82 KB

Statistics Fundamentals - Part 1 - Beginning with Eddie Davila .pdf

PDF

159.16 KB

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Lynda - Statistics Fundamentals - Part 1 - Beginning with Eddie

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