Lynda - Statistics Fundamentals - Part 3 Advanced

[TheJonathan]

Lynda - Statistics Fundamentals - Part 3: Advanced
Size: 436 MB | Duration: 1h 42m | Video: AVC (.mp4) 1280x720 30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Level: Advanced | Language: English

Statistics are everywhere, in every industry, but they're a must for anyone working in data science, business, or business analytics.


If you're in one of these specialized fields, chances are you need an advanced understanding of statistics. Complete your mastery in this course, part 3 of our Statistics Fundamentals series. Eddie Davila covers concepts such as small sample sizes, t-distribution, degrees of freedom, chi-square testing, and more. This advanced skills training moves learners into the practical study and application of experimental design, analysis of variance, population comparison, and regression analysis. Use these lessons to go beyond the basics and dive deeper into the specific factors that influence your own calculations and results.

* Working with small sample sizes
* Using t-statistic vs. z-statistic
* Calculating confidence intervals with t-scores
* Comparing two populations (proportions)
* Comparing two population means
* Chi-square testing
* ANOVA testing
* Regression testing

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