Intro to Statistics
- Offered byUDACITY
Intro to Statistics at UDACITY Overview
Intro to Statistics
at UDACITY
Advance your career & demonstrate the marked advantage in your organization
Duration | 2 months |
Mode of learning | Online |
Schedule type | Self paced |
Difficulty level | Beginner |
Credential | Certificate |
Intro to Statistics at UDACITY Highlights
Intro to Statistics
at UDACITY
- Real World Projects from Industry Experts
- Flexible Learning Program
- Self-Paced Learning
- 1-on-1 Technical Mentor & Career Coach
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Intro to Statistics at UDACITY Course details
Intro to Statistics
at UDACITY
Skills you will learn
What are the course deliverables?
- Enhance your skill set and boost your hirability through innovative, independent learning
- Self-Paced Learning
- Rich Learning Content
More about this course
- Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.
- Statistics is about extracting meaning from data. In this class, we will introduce techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.
Intro to Statistics at UDACITY Curriculum
Intro to Statistics
at UDACITY
Visualizing relationships in data
Seeing relationships in data
Making predictions based on data
Simpson's paradox
Probability
Introduction to Probability
Bayes Rule
Correlation vs. Causation
Estimation
Maximum Likelihood Estimation
Mean, Median, Mode
Standard Deviation and Variance
Outliers and Normal Distribution
Outliers, Quartiles
Binomial Distribution
Manipulating Normal Distribution
Inference
Confidence Intervals
Hypothesis Testing
Regression
Linear regression
Correlation
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