Corso intensivo di statistica — Stagione 1
Episodi di Corso intensivo di statistica, Stagione 1: titoli, date di uscita e schede degli episodi su CukyTV.
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S01E01 · What Is Statistics
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S01E02 · Mathematical Thinking
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S01E03 · Measures of Central Tendency
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S01E04 · Measures of Spread
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S01E05 · Data Visualization: Part 1
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S01E06 · Plots, Outliers, and Justin Timberlake: Data Visualization Part 2
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S01E07 · The Shape of Data: Distributions
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S01E08 · Correlation Doesn’t Equal Causation
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S01E09 · Controlled Experiments
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S01E10 · Sampling Methods and Bias with Surveys
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S01E11 · Science Journalism
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S01E12 · Henrietta Lacks, the Tuskegee Experiment, & Ethical Data Collection
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S01E13 · Probability Part 1: Rules and Patterns
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S01E14 · Probability Part 2: Updating Your Beliefs with Bayes
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S01E15 · The Binomial Distribution
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S01E16 · Geometric Distributions & The Birthday Paradox
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S01E17 · Randomness
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S01E18 · Z-Scores and Percentiles
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S01E19 · The Normal Distribution
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S01E20 · Confidence Intervals
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S01E21 · How P-Values help us test hypothesis
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S01E22 · P-Value Problems
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S01E23 · Playing with Power: P-Values Pt 3
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S01E24 · You know I’m all about that Bayes
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S01E25 · Bayes in science and everyday life
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S01E26 · Test Statistics
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S01E27 · T-Tests: A Matched Pair Made in Heaven
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S01E28 · Degrees of Freedom & Effect Sizes
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S01E29 · Chi-Square Tests
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S01E30 · P-Hacking
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S01E31 · The Replication Crisis
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S01E32 · Regression
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S01E33 · ANOVA
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S01E34 · ANOVA Part 2: Dealing with Intersectional Groups
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S01E35 · Fitting Models Is like Tetris
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S01E36 · Supervised Machine Learning
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S01E37 · Unsupervised Machine Learning
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S01E38 · Intro to Big Data
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S01E39 · Big Data Problems
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S01E40 · Statistics in the Courts
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S01E41 · Neural Networks
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S01E42 · War
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S01E43 · When Predictions Fail
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S01E44 · When Predictions Succeed