Executive Development Programme in Data Science for Habitat Restoration
-- ViewingNowThe Executive Development Programme in Data Science for Habitat Restoration is a certificate course designed to empower professionals with the essential skills required to drive data-driven habitat restoration initiatives. With the increasing demand for data-driven decision-making across industries, this programme bridges the gap between data science and environmental conservation.
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โข Foundations of Data Science: Introduction to Data Science, Data Types, Data Structures, Data Wrangling, Data Visualization
โข Statistical Analysis: Descriptive Statistics, Inferential Statistics, Hypothesis Testing, Regression Analysis
โข Machine Learning: Supervised Learning, Unsupervised Learning, Reinforcement Learning, Model Selection
โข Data Analytics for Habitat Restoration: Habitat Data Collection, Spatial Analysis, Species Distribution Modeling, Data-Driven Decision Making
โข Data Ethics and Privacy: Data Privacy, Ethical Considerations in Data Science, Bias and Discrimination in AI
โข Big Data and Cloud Computing: Big Data Fundamentals, Cloud Computing Platforms, Scalable Data Processing
โข Data Science Tools and Technologies: Python, R, SQL, Tableau, PowerBI, Git, Shell Scripting
โข Data Science Project Management: Project Planning, Agile Methodologies, Collaborative Tools
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