Mathematics and Statistics
Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.
The course Intro to Statistics on Udacity covers a wide range of topics related to data analysis and statistical inference. Students will learn how to visualize relationships in data, make predictions based on data, and understand the concept of Simpson's paradox. The course also introduces probability theory, including Bayes Rule and the distinction between correlation and causation. Students will explore estimation techniques such as maximum likelihood estimation, as well as measures of central tendency and variability like mean, median, mode, standard deviation, and variance. The course also covers outliers and their impact on the normal distribution, as well as the binomial distribution. In the inference section, students will learn about confidence intervals and hypothesis testing. Finally, the course concludes with an introduction to linear regression and correlation analysis.
by Udacity
Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combi...
by Udacity
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by Udacity
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by Udacity
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by Udacity
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by Udacity
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