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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โข Data Cleaning and Preparation: Data Wrangling, Data Cleaning Techniques, Data Preparation for Analysis
โข Descriptive Statistics: Measures of Central Tendency, Measures of Dispersion, Percentiles and Quartiles
โข Data Visualization: Chart Selection, Data Visualization Best Practices, Visual Storytelling
โข Inferential Statistics: Hypothesis Testing, Confidence Intervals, Statistical Significance
โข Data Analysis Tools: MS Excel, R, Python, Tableau
โข Regression Analysis: Simple Linear Regression, Multiple Linear Regression, Regression Diagnostics
โข Data Modeling: Data Modeling Techniques, Model Validation, Model Selection
โข Predictive Analytics: Predictive Modeling, Time Series Analysis, Forecasting
โข Big Data Analytics: Big Data Overview, Hadoop, Spark, NoSQL Databases
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