Global Certificate in Data Analysis Essentials: Impactful Insights
-- ViewingNowThe Global Certificate in Data Analysis Essentials: Impactful Insights is a comprehensive course designed to equip learners with critical data analysis skills. This certificate program is crucial in today's data-driven world, where businesses rely heavily on data-based decision-making.
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โข Unit 1: Introduction to Data Analysis - Overview, Importance, and Key Concepts
โข Unit 2: Data Collection Methods - Surveys, Observational Studies, and Experimental Designs
โข Unit 3: Data Preprocessing - Data Cleaning, Wrangling, and Transformation
โข Unit 4: Data Exploration - Summary Statistics, Data Visualization, and Hypothesis Testing
โข Unit 5: Statistical Analysis - Descriptive and Inferential Statistics
โข Unit 6: Regression Analysis - Simple and Multiple Linear Regression, Model Selection, and Evaluation
โข Unit 7: Predictive Modeling - Machine Learning Fundamentals, Model Training, and Cross-Validation
โข Unit 8: Data Storytelling - Communicating Insights, Data Visualization Best Practices, and Interpretation
โข Unit 9: Ethics and Data Privacy - Responsible Data Usage, Privacy Standards, and Compliance
โข Unit 10: Data Analysis Tools - Overview of Popular Tools and Platforms
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