Professional Certificate in Data Analysis Essentials for Business Success
-- ViewingNowThe Professional Certificate in Data Analysis Essentials for Business Success is a comprehensive course designed to equip learners with the necessary skills to excel in data analysis and drive business growth. This program emphasizes the importance of data-driven decision-making and covers essential topics such as data visualization, statistical analysis, and data storytelling.
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โข Unit 1: Introduction to Data Analysis - Fundamentals of data analysis, data-driven decision making, data analysis process.
โข Unit 2: Data Collection & Management - Data sources, data cleaning, data management tools, data governance.
โข Unit 3: Data Analysis Techniques - Descriptive statistics, inferential statistics, probability distributions.
โข Unit 4: Exploratory Data Analysis - Data visualization, data mining, univariate and multivariate analysis.
โข Unit 5: Predictive Data Analysis - Regression analysis, time series analysis, machine learning algorithms.
โข Unit 6: Prescriptive Data Analysis - Optimization models, simulation, decision trees.
โข Unit 7: Data Analysis Tools & Software - Excel, R, Python, Tableau, Power BI, SQL.
โข Unit 8: Data Security & Privacy - Data protection, ethical considerations, legal compliance.
โข Unit 9: Communicating Data Analysis Results - Data storytelling, data reporting, effective communication techniques.
โข Unit 10: Data Analysis for Business Success - Business case studies, data-driven strategy, continuous improvement
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