Welcome to the Advanced Statistics course! This program is designed for learners who want to deepen their understanding of statistical analysis and its applications in data science.
What You'll Learn
- Statistical inference and hypothesis testing
- Regression analysis techniques (linear, logistic, multivariate)
- Probability distributions and their real-world use cases
- Data visualization using advanced tools
- Statistical software (e.g., R, Python) integration
Who Should Enroll
- Data scientists seeking to refine their analytical skills
- Researchers needing advanced statistical methods
- Students with a basic statistics background
Course Structure
- Module 1: Probability and Distribution Theory 📚
- Module 2: Inferential Statistics & Hypothesis Testing 🔍
- Module 3: Regression Models & Analysis 📈
- Module 4: Advanced Topics (e.g., ANOVA, Time Series) ⏳
Expand Your Knowledge
For a deeper dive into data science fundamentals, check out our Data Science Essentials course.