Statistics with R Specialization It's a Free Course. Enroll it before the instructor makes it to the paid course.
After completing Statistics with R Specialization, you will be able to…
- Explore data via numerical summaries and visualizations
- Types of sampling methods
- Learn about rules of probability and commonly used probability distributions
- Explore Categorical Variables
- Visualise Numerical Data
- Probability & conditional probability
- Work with the Normal Distribution
- Binomial Distribution
- Work with the Binomial Distribution
- How to set up and perform hypothesis tests and interpret p-values
- Sampling Variability and Central Limit Theorem (CLT)
- Hypothesis Test for a Proportion
- Hypothesis Test for Comparing Two Proportions
- Inference for comparing two independent means
- Inference for comparing two paired means
- Inference for categorical data
- Hypothesis Test for Comparing Two Proportions
- Estimating the Difference Between Two Proportions
- Outliers in Regression
- Conditions for Linear Regression
- Regression with Categorical Explanatory Variables
- Inference in linear regression and variability partitioning
- Multiple regression
- Model selection and model diagnostics
- How conditional probabilities works
- How to solve problems using Bayes’ rule, and update prior probabilities
- Frequentist Approach & Bayesian Approach
- Understand the concepts of posterior probability
- Bayesian testing
- Bayesian statistics
- Working with loss functions
- Posterior probabilities of hypotheses and Bayes factors
- Bayesian linear regressions & multiple linear regression
- Bayesian model uncertainty & model averaging
Object Oriented Programming in Java Specialization includes 5 Courses they are
- Introduction to Probability and Data with R
- Inferential Statistics
- Linear Regression and Modeling
- Bayesian Statistics
- Statistics with R Capstone
Course Instructor: Mine Çetinkaya-Rundel, David Banks, Colin Rundel, Merlise A Clyde & Offered by Duke University from Coursera.
Course Duration: Approximately 7 months to complete (Suggested pace of 3 hours/week)
Course is for Beginner Level
Can I download Statistics with R Specialization course?
Course videos can be downloaded for offline viewing using the Udemy mobile app on Android and iOS. Some courses may allow downloading lectures on a computer only if the instructor has enabled it, but this is not guaranteed and is not the primary method Udemy supports.Can I get a certificate after completing the course?
Yes. After successful completion of the Statistics with R Specialization, learners will receive a certificate of completion. The certificate confirms that the course has been completed and can be downloaded and shared on resumes or professional profiles.Are there any other coupons available for this course?
Additional coupons for this course may be available from time to time. Coupon availability is time-limited and may change or expire at any time, so it’s recommended to check regularly for updated offers.Disclosure: This post may contain affiliate links and we may get small commission if you make a purchase. Read more about Affiliate disclosure here.
