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Do you want to learn how to harvest health science data from the Internet? Or learn to understand the world through data analysis? Skilled professionals who can process and analyze data are in great demand today. In this course you will explore concepts in statistics to make sense out of data. You’ll learn the practical skills necessary to find, import, analyze and visualize data.
This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
Certification
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Having an Official Edukite Certification is a great way to celebrate and share your success. You can:
- Add the certificate to your CV or resume and brighten up your career
- Show it to prove your success
Course Credit:Karolinska Institutet
Course Curriculum
| Module: 01 | |||
| Video: Welcome to Explore Statistics with R | 00:01:00 | ||
| Video: What is R? | 00:04:00 | ||
| Video: Download and install R on Windows | 00:05:00 | ||
| Video: Start using R | 00:09:00 | ||
| Video: Creating and handling objects | 00:26:00 | ||
| Video: Workspace | 00:17:00 | ||
| Video: Introduction how to import and clean data | 00:01:00 | ||
| Video: How to choose statistical method | 00:03:00 | ||
| Video: Variables, scales and descriptive statistics | 00:09:00 | ||
| Video: Download and import data | 00:25:00 | ||
| Module: 02 | |||
| Video: Descriptive statistics and data cleaning | 00:23:00 | ||
| Video: Hackathon | 00:02:00 | ||
| Video: Introduction – Statistics under the hood | 00:02:00 | ||
| Video: Why many variables are normally distributed | 00:05:00 | ||
| Video: Central Limit Theorem | 00:05:00 | ||
| Video: Using the z distribution in R | 00:09:00 | ||
| Video: Using distribution for hypothesis testing | 00:04:00 | ||
| Video: Z, the standard normal distribution | 00:08:00 | ||
| Video: Z – test for sample mean | 00:04:00 | ||
| Video: Visualizing hypothesis tests in R | 00:06:00 | ||
| Module: 03 | |||
| Video: t-tests in R | 00:12:00 | ||
| Video: Sara Banderby interview | 00:01:00 | ||
| Video: Introduction to nonparametric tests | 00:01:00 | ||
| Video: How nonparametric tests work | 00:03:00 | ||
| Video: Choosing between parametric and nonparametric tests | 00:06:00 | ||
| Video: Wilcoxon test in R | 00:07:00 | ||
| Video: Introduction to visit the research frontier | 00:02:00 | ||
| Video: Thanks for exploring statistics with us | 00:01:00 | ||
| Assessment | |||
| Submit Your Assignment | 00:00:00 | ||
| Certification | 00:00:00 | ||
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