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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⢠Data Analysis Foundations: Understanding Data, Data Types, Data Structures
⢠Data Cleaning and Pre-processing: Data Wrangling, Data Imputation, Data Normalization
⢠Exploratory Data Analysis: Data Visualization, Summary Statistics, Correlation Analysis
⢠Statistical Methods in Data Analysis: Descriptive Statistics, Inferential Statistics, Hypothesis Testing
⢠Predictive Analytics: Regression Analysis, Time Series Analysis, Forecasting
⢠Machine Learning for Food Security: Supervised Learning, Unsupervised Learning, Ensemble Methods
⢠Big Data and Cloud Computing: Hadoop, Spark, AWS, Azure
⢠Data Privacy and Ethics: GDPR, Data Anonymization, Ethical Data Use
⢠Communicating Data Insights: Data Storytelling, Data Reporting, Data Dashboards
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