Mathematics and Statistics
Build the foundation you need to think statistically and to speak the language of your data.
Upon completing the arduous task of collecting and organizing data, the ultimate objective is to derive concise and comprehensible conclusions. This pivotal stage in the data analysis process heavily relies on the principles of statistical inference. The present course aims to establish a solid groundwork for developing statistical thinking skills, enabling individuals to effectively communicate with their data and comprehend the insights it provides. Although the foundations of statistical thinking were constructed over several decades, modern technology, particularly computer-based tools such as Python, allows for a significantly accelerated learning process. By leveraging the capabilities of Python-based tools, participants will swiftly acquire the necessary knowledge and be capable of thinking statistically by the conclusion of this course.
by DataCamp
Build the foundation you need to think statistically and to speak the language of your data.
by DataCamp
Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis tes...
by DataCamp
Take vital steps towards mastery as you apply your statistical thinking skills to real-world data se...
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Learn to solve increasingly complex problems using simulations to generate and analyze data.
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Take your reporting skills to the next level with Tableau’s built-in statistical functions.
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Apply statistical modeling in a real-life setting using logistic regression and decision trees to mo...
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Learn how to draw conclusions about a population from a sample of data via a process known as statis...
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Learn statistical tests for identifying outliers and how to use sophisticated anomaly scoring algori...
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Grow your statistical skills and learn how to collect, analyze, and draw accurate conclusions from d...
by DataCamp
Learn how to leverage statistical techniques using spreadsheets to more effectively work with and ex...