Global Certificate in Data Analysis: A Comprehensive Guide for Small Business
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⢠Introduction to Data Analysis · Understanding the basics of data analysis and its importance for small businesses.
⢠Data Collection · Techniques and methods for collecting and cleaning data.
⢠Data Analysis Tools · Overview of popular data analysis tools such as Excel, R, and Python.
⢠Descriptive Statistics · Measures of central tendency, dispersion, and distribution in data analysis.
⢠Inferential Statistics · Hypothesis testing and statistical inference.
⢠Data Visualization · Creating charts, graphs, and other visual aids to present data.
⢠Predictive Modeling · Building models to forecast trends and make data-driven decisions.
⢠Data-Driven Decision Making · Applying data analysis to improve small business operations and outcomes.
⢠Data Ethics · Understanding the ethical considerations in collecting, storing, and using data.
⢠Best Practices in Data Analysis · Tips and guidelines for effective data analysis.
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