The “We Teach DATA” Master Class is designed for teachers who teach STEM subjects to students in the pre-high school stage (grades 5 to 7).
The training course is developed as part of the activities under the We Teach DATA project, co-funded by the Erasmus+ Program.
The overarching goal of the We Teach DATA Master Class is to empower teachers with the knowledge, skills and resources needed to effectively teach data science in school, ensuring a meaningful and enriching learning experience for students. The specific aims are as follow:
Developing a Foundational Understanding: Ensure teachers understanding of the fundamental concepts of data science, including data types, variables, and basic statistical concepts.
Familiarity with Data Tools and Technologies: Introduce teachers to commonly used data science tools and technologies and data visualization tools, ensuring they can navigate and use them effectively.
Curriculum Integration: Provide strategies and examples for integrating data science into existing school curricula, aligning it with relevant subjects to enhance interdisciplinary learning.
Ethical Considerations in Data Science: Emphasize the importance of ethical considerations when working with data, including privacy and responsible data use.
Practical Experience: Facilitate hands-on exercises and projects to allow teachers to apply theoretical knowledge in real-world scenarios, fostering a practical understanding of data science concepts.
Assessment Strategies: Equip teachers with effective assessment methods for evaluating students’ understanding of data science concepts, encouraging the development of relevant skills.
Differentiation and Adaptation: Provide strategies for adapting data science lessons to accommodate diverse learning styles and abilities within the classroom, ensuring inclusivity.
Problem-Solving and Critical Thinking: Foster the development of problem-solving skills and critical thinking among teachers and, consequently, their students through engaging data science activities.
Continuous Professional Development: Instil a mindset of continuous learning by motivating teachers to stay updated on the latest developments in data science and educational approaches.
Communication Skills: Emphasize effective communication of data science concepts, helping teachers convey complex ideas in a way that is accessible and engaging for students.
Student Engagement and Motivation: Explore strategies to keep students motivated and engaged in data science lessons, fostering a positive attitude towards the subject.
The course consists of 13 modules that will teach you how to successfully integrate data science into student learning and how to use the 36 lessons developed in the We Teach DATA School Box, which you can easily adapt to your students and the activities you plan in your classes
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INTRODUCTION
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М1. DATA SCIENCE AND THE POSSIBILITIES FOR APPLICATION AT SCHOOL LEVEL
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М2. BASIC THEORY AND TERMINOLOGY IN STATISTICS, PROBABILITY AND DATA MAPPING
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М3. TECHNIQUES FOR WORKING WITH CONVENTIONAL DATA AT THE SCHOOL LEVEL
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М4. DATA ENTRY, DATA CLEANING, DATA VISUALISATION, DATA ANALYSIS
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М5. UNDERSTANDING DESCRIPTIVE STATISTICS WITH EXCEL
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М6. PROGRAMMING LANGUAGES AND SOFTWARE USED TO CREATE TASKS FOR STUDENTS
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М7. HOW TO INTERPRET AND PRESENT RESULTS
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М8. EXAMPLES OF GOOD PRACTICE
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М9. DESIGNING A LESSON - OBJECTIVES, TASKS AND ACTIVITIES WITH STUDENTS, EXPECTED LEARNING OUTCOMES
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М10. LIVING ORGANISMS
- Introduction to the module
- Let’s Eat Well and Healthy – 5. grade
- Let’s Make a Vegetable Garden – 5. grade
- Can Bacteria Be Our Friends? – 5. grade
- My Heart – 6. grade
- Get Strong – 6. grade
- Nature Wonders – 6. grade
- Bees – the Rescuers of the World – 7. grade
- Superfoods – 7. grade
- Do Mushrooms Bite? – 7. grade
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М11. ATOM TO SPACE
- Introduction to the module
- How to Navigate in Nature – 5. grade
- The Sun and the Weather Forecast – 5. grade
- The Real Celebrities – The Stars – 5. grade
- Atmospheric Pressure – 6. grade
- Get a Piece of Jewellery – 6. grade
- Dangerous Attraction – 6. grade
- Make a Wish – 7. grade
- Gravitational Forces – 7. grade
- Let There Be Light! – 7. grade
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М12. SUBSTANCES & CHEMICAL REACTIONS
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М13. ENVIRONMENTAL PROTECTION
- Introduction to the module
- Separate Collection and Recycling of Waste – 5. grade
- Are You Thirsty? – 5. grade
- Plant a Tree – Make Yourself Air – 5. grade
- Take Your Bike – 6. grade
- Be Happy, Be Healthy – 6. grade
- Human Impact on Climate and Biodiversity – 6. grade
- Breathe Clean – 7. grade
- Let’s Save the Ocean – 7. grade
- Green Energy – 7. grade
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QUESTIONNAIRE
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FINAL TEST

