Executive Certificate in Policy Impact Assessment and Evaluation using Data Science
-- ViewingNowThe Executive Certificate in Policy Impact Assessment and Evaluation using Data Science is a comprehensive course designed to equip learners with essential skills for data-driven decision-making in policy development and evaluation. This certificate course is crucial for professionals working in government, non-profit organizations, and private sectors who are responsible for developing and implementing policies that impact society.
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완료까지 2개월
주 2-3시간
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과정 세부사항
• Unit 1: Introduction to Policy Impact Assessment and Evaluation – Understanding the importance and objectives of policy impact assessment and evaluation, key concepts, and approaches.
• Unit 2: Data Science Fundamentals – Exploring data science basics, including data wrangling, statistical analysis, and machine learning techniques.
• Unit 3: Data Management for Policy Evaluation – Learning best practices in collecting, storing, and managing data to ensure accurate and insightful policy evaluations.
• Unit 4: Policy Impact Assessment Methods – Examining various impact assessment methods, such as cost-benefit analysis, multiple criteria analysis, and regression analysis.
• Unit 5: Data Visualization – Mastering data visualization techniques to effectively communicate policy impact assessment results to diverse audiences.
• Unit 6: Advanced Data Science Techniques for Policy Evaluation – Diving into advanced machine learning algorithms and techniques, such as natural language processing and deep learning.
• Unit 7: Ethics and Bias in Data Science – Understanding ethical considerations and potential biases in data science applications, and how to address them in policy impact assessments.
• Unit 8: Policy Implementation – Learning about policy implementation challenges, including monitoring, enforcement, and adaptation strategies.
• Unit 9: Stakeholder Engagement – Exploring strategies for engaging with stakeholders, including communication, collaboration, and conflict resolution.
• Unit 10: Policy Communication – Developing effective communication skills to present policy impact assessment results and recommendations to various stakeholders.
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- 컴퓨터 및 인터넷 접근
- 기본 컴퓨터 기술
- 과정 완료에 대한 헌신
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과정 상태
이 과정은 경력 개발을 위한 실용적인 지식과 기술을 제공합니다. 그것은:
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- 권한이 있는 기관에 의해 규제되지 않음
- 공식 자격에 보완적
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