Executive Development Programme in Data Analysis for Outreach
-- ViewingNowThe Executive Development Programme in Data Analysis for Outreach is a certificate course designed to empower professionals with essential data analysis skills. In today's data-driven world, there's an increasing demand for specialists who can interpret and apply data to make informed business decisions.
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โข Introduction to Data Analysis: Basics of data analysis, understanding data types, data collection, and data sources.
โข Data Cleaning and Pre-processing: Data cleansing techniques, handling missing data, outlier detection, and data normalization.
โข Exploratory Data Analysis (EDA): Descriptive statistics, data visualization, and univariate and bivariate analysis.
โข Statistical Analysis: Hypothesis testing, correlation analysis, regression analysis, and time series analysis.
โข Data Mining and Machine Learning: Supervised and unsupervised learning algorithms, predictive modeling, and model validation.
โข Big Data Analytics: Hadoop, Spark, NoSQL databases, and cloud-based analytics.
โข Data Storytelling and Visualization: Data storytelling techniques, data visualization tools, and dashboard creation.
โข Data Ethics and Privacy: Data privacy regulations, ethical considerations, and best practices.
โข Data-Driven Decision Making: Using data analysis to drive strategic decision making, risk analysis, and performance optimization.
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