Global Certificate in Statistical Data Assessment Skills
-- ViewingNowThe Global Certificate in Statistical Data Assessment Skills course is a comprehensive program designed to equip learners with essential skills in statistical data analysis. This course is critical for professionals who want to advance their careers in various industries, such as finance, healthcare, technology, and marketing, where data-driven decision-making is vital.
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⢠Descriptive Statistics: Measures of Central Tendency, Measures of Dispersion, Measures of Shape
⢠Probability Theory: Concepts of Probability, Conditional Probability, Joint Probability
⢠Inferential Statistics: Estimation, Hypothesis Testing, Confidence Intervals
⢠Data Visualization: Data Presentation Techniques, Chart Selection, Visualization Tools
⢠Exploratory Data Analysis (EDA): Data Cleaning, Data Transformation, Data Summarization
⢠Regression Analysis: Simple Linear Regression, Multiple Linear Regression, Logistic Regression
⢠Experimental Design: Control Groups, Randomization, Replication
⢠Sampling Techniques: Probability Sampling, Non-Probability Sampling, Sampling Bias
⢠Statistical Software: R, SAS, SPSS, Python for Data Analysis
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