Executive Development Programme in Data Analysis for Food Security
-- ViewingNowThe Executive Development Programme in Data Analysis for Food Security is a certificate course designed to empower professionals with the necessary skills to address food security challenges using data analysis. With surging global population and climate change, there's an increasing demand for experts who can ensure food security through data-driven decision making.
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โข Data Analysis Foundations: Understanding Data, Data Types, Data Structures
โข Data Cleaning and Pre-processing: Data Wrangling, Data Imputation, Data Normalization
โข Exploratory Data Analysis: Data Visualization, Summary Statistics, Correlation Analysis
โข Statistical Methods in Data Analysis: Descriptive Statistics, Inferential Statistics, Hypothesis Testing
โข Predictive Analytics: Regression Analysis, Time Series Analysis, Forecasting
โข Machine Learning for Food Security: Supervised Learning, Unsupervised Learning, Ensemble Methods
โข Big Data and Cloud Computing: Hadoop, Spark, AWS, Azure
โข Data Privacy and Ethics: GDPR, Data Anonymization, Ethical Data Use
โข Communicating Data Insights: Data Storytelling, Data Reporting, Data Dashboards
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