Pre-recorded Lectures for Introduction to Statistics and Data Science Here you find slides and pre-recorded lectures. Since I created these
last year I may update some of the slide sets and even record new
lectures during the ongoing semester.
Session 1 Introduction to course and to data science and statistics slides
Session 2 Reproducible Research with R, RStudio, and R Markdown slides
Your browser does not support the video tag. Session 3 Exploratory Data Analysis and Data Vizualization I slides
Your browser does not support the video tag. Exploratory Data Analysis and Data Vizualization II slides
Your browser does not support the video tag. Session 4 Working with Data I slides
Your browser does not support the video tag. Working with Data II slides
Your browser does not support the video tag. Session 5 Working with Data III slides
Your browser does not support the video tag. Exploratory Data Analysis and Data Vizualization III slides
Your browser does not support the video tag. Session 6 Probability slides
Your browser does not support the video tag. Session 7 Probability Distributions and the Central Limit Theorem slides
Your browser does not support the video tag. Session 8 Probability Distributions and the Central Limit Theorem II slides
Your browser does not support the video tag. Probability Distributions and the Central Limit Theorem III slides
Your browser does not support the video tag. Session 9 Inference: Estimation of Population Parameters and their Margin of Error - Continuous Data slides
Your browser does not support the video tag. Session 10 Inference: Null Hypothesis Tests and Significance Null Hypothesis Significance Tests slides
Your browser does not support the video tag. Null Hypothesis Significance Tests in R slides
Your browser does not support the video tag. Session 11 Inference: Null Hypothesis Tests and Significance Null Hypothesis Significance Tests III - Continuous Data I slides
Your browser does not support the video tag. Session 12 Inference: Null Hypothesis Tests and Significance Null Hypothesis Significance Tests III - Continuous Data II slides
Your browser does not support the video tag. Session 13 Inference: Null Hypothesis Tests and Significance Categorical Data: Estimation, Effect Size, and Margin of Error slides
Your browser does not support the video tag. Categorical Data: Null Hypothesis Significance Tests slides
Your browser does not support the video tag. Session 14 Experiment and Survey Design: Randomization and Measurement slides