LEARN DATA ANALYSIS
Course Outline:
- Introduction to data analysis
- What is data analysis?
- The different types of data analysis
- The data analysis process
- Data wrangling
- Cleaning and formatting data
- Handling missing data
- Integrating data from multiple sources
- Statistical analysis
- Descriptive statistics
- Inferential statistics
- Hypothesis testing
- Data visualization
- Creating charts and graphs to visualize data
- Choosing the right visualization for the data
- Machine learning
- Introduction to machine learning
- Supervised learning
- Unsupervised learning
- Big data analysis
- Working with large datasets
- Cloud computing
- Data mining
- Capstone project
- Applying the skills learned in the course to a real-world data analysis problem