Professional Certificate in Essential Data Analysis Applications
-- ViewingNowThe Professional Certificate in Essential Data Analysis Applications is a career-enhancing course that provides learners with critical data analysis skills in high demand across industries. This program equips learners with the ability to collect, analyze, and interpret complex datasets, enabling them to make data-driven decisions and drive business success.
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⢠Data Cleaning and Preparation: Data Wrangling, Data Cleaning Techniques, Data Preparation for Analysis
⢠Descriptive Statistics: Measures of Central Tendency, Measures of Dispersion, Percentiles and Quartiles
⢠Data Visualization: Chart Selection, Data Visualization Best Practices, Visual Storytelling
⢠Inferential Statistics: Hypothesis Testing, Confidence Intervals, Statistical Significance
⢠Data Analysis Tools: MS Excel, R, Python, Tableau
⢠Regression Analysis: Simple Linear Regression, Multiple Linear Regression, Regression Diagnostics
⢠Data Modeling: Data Modeling Techniques, Model Validation, Model Selection
⢠Predictive Analytics: Predictive Modeling, Time Series Analysis, Forecasting
⢠Big Data Analytics: Big Data Overview, Hadoop, Spark, NoSQL Databases
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