Uni. of Michigan Online course Statistics with Python Specialization
Statistics with Python Specialization
University of Michigan
Overview
The University of Michigan has launched the online course on the Statistics with Python Specialization Practical and Modern Statistical Thinking For All. Use Python for statistical visualization, inference, and modeling. This is a beginner-level course and will approximately take 3months to complete an online course.
Project
The courses in this specialization feature a variety of assignments that will test the learner’s knowledge and ability to apply content through concept checks, written analyses, and Python programming assessments.
Topics
- Understanding and Visualizing Data with Python
- Inferential Statistical Analysis with Python
- Fitting Statistical Models to Data with Python
Skills
The following skills you will gain in this course,
- Python Programming
- Data Visualization (DataViz)
- Statistical Model
- Statistical inference methods
- Statistics
- Data Analysis
- Confidence Interval
- Statistical Inference
- Statistical Hypothesis Testing
- Bayesian Statistics
- statistical regression