Coursera – Statistics and Applied Data Analysis Specialization 2024-12

The Statistics and Applied Data Analysis Specialization is a course on essential tools and techniques for analyzing, interpreting, and visualizing data published by Coursera Online Academy. The program combines theoretical foundations with practical applications and covers topics such as descriptive and inferential statistics, hypothesis testing, regression analysis, and advanced data modeling. Students work with real-world datasets using Python and R and apply statistical methods to solve complex problems in a variety of domains. This specialization also emphasizes data visualization, predictive analytics, and relational insights, making it a good fit for professionals who plan to excel in data-driven decision-making roles.

A comprehensive understanding of statistics and data analysis is essential for the fields of data science, data analytics, and machine learning. In the first course of this specialization, you will learn traditional and applied statistics (descriptive statistics, probability, and discrete and continuous probability distributions) from scratch (i.e., beginner level). The second course is all about inferential statistics and decision making (sampling distributions, one- and two-sample hypothesis testing, analysis of variance) and building predictive mathematical models (linear and nonlinear regression). During both first two courses, you will learn how to visualize data and solve various statistical problems using Microsoft Excel. In the final course of the specialization, you will use the statistical computing software R (using RStudio) for statistical hypothesis testing, data visualization, and analysis of variance (ANOVA).

What you will learn in Statistics and Applied Data Analysis Specialization :

• Create mathematical regression models that can be used for prediction
• Perform one-sample and two-sample statistical hypothesis testing
• Perform a variety of statistical tests, create regression models, and analyze data using Microsoft Excel as well as R (RStudio)
• And…

Course specifications

Publisher: Coursera
Instructors: Charlie Nuttelman
Language: English
Level: Beginner
Number of Lessons: 184
Duration: 25 hours and 12 minutes

Course topics

Statistics and Applied Data Analysis Specialization Prerequisites

None

Pictures

Statistics and Applied Data Analysis Specialization introduction video

Installation guide

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English subtitle

Quality: 720p

Download link

Download Part 1 – 1 GB
Download Part 2 – 1 GB
Download Part 3 – 1 GB
Download Part 4 – 439 MB

Size

3.4 GB