Умная аналитика в управлении образованием from Coursera

Курс о необходимых компетенциях для экспертно-аналитической работы по сопровождению принятия управленческих решений в образовании, начиная с управления маленькими коллективами в образовательных организациях, заканчивая управлением образовательной системой страны. Специалисты, эксперты, имеющие большой опыт аналитического обеспечения программ, проектов в сфере образования (в том числе, международного, федерального, регионального, муниципального уровней и внутришкольных проектов) продемонстрируют приемы и технологии работы с данными и информацией, формирования экспертных обобщений и аналитических обзоров, поделятся секретами эффективного представления результатов аналитики для достижения максимального управленческого эффекта. Цель курса: - формирование профессиональных компетенций по использованию инструментов «умной» (доказательной) аналитики для стратегического планирования и управления развитием образовательных систем от образовательной организации до национальной системы; - развитие компетенций конструирования и использования измерительных процедур для решения управленческих задач, работы с данными, подготовки аналитических продуктов под конкретные управленческие задачи. Практические навыки: - Планирование развития организаций и систем на основе данных, - Работа с количественными и качественными данными, - Конструирование измерительных процедур: мониторингов и разовых диагностик, - Проведение анализа на основе собранных данных, - Подготовка и представление аналитических продуктов, - Принятие управленческих решений на основе результатов аналитики Курс построен на основе практического опыта решения прикладных аналитических задач и содержит большое количество практикоориентированных разделов и тем.

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Teaches analytical skills and tools for strategic planning and managing education systems

Provides practical experience through hands-on tasks and real-world case studies

Conducted by experts with extensive experience in educational analytics

Suitable for education professionals looking to develop their analytical expertise

Covers essential competencies for evidence-based decision-making in education

Reviews summary

Educational management analytics

This course will teach you the competencies needed to provide expert-level analytical work to aid in making educational management decisions, from managing small teams to managing a country's educational system. Using their experience in analytical support for educational programs and projects on international, federal, regional, municipal and inner-school levels, experts will demonstrate techniques for collecting and working with data, creating expert summaries and analytical reviews and share secrets for presenting analytical results in a way that has maximum managerial impact. Practical experience is at the heart of this course. It is full of practice-oriented sections and topics and will teach you how to plan development based on data, to work with quantitative and qualitative data, to construct surveys and diagnostics, conduct analysis based on collected data and to prepare and present analytical products.

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Умная аналитика в управлении образованием with these activities:

Attend a Conference on Educational Technology and Data Analytics

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Attend a conference to connect with professionals in the field and learn about the latest trends in educational technology and data analytics.

Browse courses on Educational Technology

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Research and select a relevant conference
Register for the conference and prepare questions
Attend sessions and participate in discussions
Network with professionals and exchange ideas

Review "Educational Leadership and Management: Theory into Practice"

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Review this book to build a conceptual foundation for understanding the management and leadership of educational organizations.

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Read Chapters 1-3
Summarize key concepts in your own words
Identify areas that align with course topics

Participate in a Workshop on Data-Driven Decision Making in Education

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Participate in a workshop to develop practical skills in using data to inform decision-making in educational settings.

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Find and register for a reputable workshop
Review pre-workshop materials and prepare questions
Actively engage in workshop activities and discussions
Apply learnings to your own educational context

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Analyze Educational Data Using Statistical Software

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Practice using statistical software to analyze educational data and draw meaningful insights.

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Choose a dataset related to educational outcomes
Import the dataset into a statistical software package
Conduct descriptive and inferential statistical analyses
Interpret the results and draw conclusions

Develop a Research Proposal on Educational Data Analytics

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Create a research proposal to demonstrate your understanding of analytical methods and research design in educational contexts.

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Identify a research question related to educational data analytics
Review relevant literature and theoretical frameworks
Develop a methodology for data collection and analysis
Write the research proposal following standard academic conventions

Create a Resource Library on Educational Data Analytics Tools

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Compile a collection of useful resources, such as articles, videos, and software, on educational data analytics tools.

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Identify and gather relevant resources
Organize and categorize the resources
Create an accessible online or offline library
Share the library with other educators and learners

Develop a Data Visualization Dashboard for Educational Performance

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Create an interactive data visualization dashboard to present educational performance data in a clear and engaging manner.

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Gather relevant educational performance data
Select appropriate data visualization techniques
Design and develop the interactive dashboard
Test and refine the dashboard for usability and effectiveness

Participate in a Data Analysis Competition Related to Education

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Participate in a competition to showcase your analytical skills and gain recognition for your work in educational data analysis.

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Identify and select a relevant competition
Form a team or work independently
Analyze the competition data and develop a solution
Submit your solution and present your findings

Career center

Learners who complete Умная аналитика в управлении образованием will develop knowledge and skills that may be useful to these careers:

Education Consultant

An Education Consultant offers strategic advice and support to educational institutions and organizations. They use data and research to make informed decisions about curriculum development, teaching methods, and educational policy. This course can help Education Consultants build a strong foundation in data analysis and evidence-based decision-making, which are essential skills for success in this role.

See salaries and explore the career path for Education Consultant

Data Analyst

A Data Analyst collects, analyzes, and interprets data to identify trends and patterns. They use their findings to make recommendations on how to improve decision-making. This course can help Data Analysts develop the skills they need to work with educational data, which is a valuable asset in this field.

See salaries and explore the career path for Data Analyst

Education Policy Analyst

An Education Policy Analyst analyzes education policies and their impact on students, schools, and communities. They use data and research to make recommendations on how to improve educational outcomes. This course can help Education Policy Analysts develop the skills they need to analyze data and make evidence-based recommendations.

See salaries and explore the career path for Education Policy Analyst

Educational Researcher

An Educational Researcher conducts research on educational topics. They use their findings to inform policy and practice. This course can help Educational Researchers develop the skills they need to design and conduct research studies, which is essential for success in this role.

See salaries and explore the career path for Educational Researcher

School Administrator

A School Administrator oversees the operation of a school. They are responsible for making decisions about curriculum, staffing, and budget. This course can help School Administrators develop the skills they need to make data-driven decisions and improve student outcomes.

See salaries and explore the career path for School Administrator

Higher Education Administrator

A Higher Education Administrator oversees the operation of a college or university. They are responsible for making decisions about curriculum, staffing, and budget. This course can help Higher Education Administrators develop the skills they need to make data-driven decisions and improve student outcomes.

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Program Manager

A Program Manager oversees the implementation of a program or project. They are responsible for planning, budgeting, and managing resources. This course can help Program Managers develop the skills they need to make data-driven decisions and improve program outcomes.

See salaries and explore the career path for Program Manager

Project Manager

A Project Manager oversees the implementation of a project. They are responsible for planning, budgeting, and managing resources. This course can help Project Managers develop the skills they need to make data-driven decisions and improve project outcomes.

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Statistician

A Statistician collects, analyzes, and interprets data. They use their findings to make recommendations on how to improve decision-making. This course can help Statisticians develop the skills they need to work with educational data, which is a valuable asset in this field.

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Business Analyst

A Business Analyst analyzes business processes and makes recommendations on how to improve them. They use data and research to identify areas for improvement. This course can help Business Analysts develop the skills they need to work with educational data, which is a valuable asset in this field.

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Data Scientist

A Data Scientist uses data to build models and make predictions. They use their findings to make recommendations on how to improve decision-making. This course can help Data Scientists develop the skills they need to work with educational data, which is a valuable asset in this field.

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Operations Research Analyst

An Operations Research Analyst uses data to model and analyze operations. They use their findings to make recommendations on how to improve efficiency and effectiveness. This course can help Operations Research Analysts develop the skills they need to work with educational data, which is a valuable asset in this field.

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Public Policy Analyst

A Public Policy Analyst analyzes public policies and their impact on society. They use data and research to make recommendations on how to improve policy outcomes. This course can help Public Policy Analysts develop the skills they need to analyze data and make evidence-based recommendations.

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Management Consultant

A Management Consultant provides advice to organizations on how to improve their performance. They use data and research to identify areas for improvement. This course can help Management Consultants develop the skills they need to work with educational data, which is a valuable asset in this field.

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Market Research Analyst

A Market Research Analyst analyzes market data to identify trends and patterns. They use their findings to make recommendations on how to improve marketing strategies. This course can help Market Research Analysts develop the skills they need to work with educational data, which is a valuable asset in this field.

See salaries and explore the career path for Market Research Analyst