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Osnovna škola Podmurvice, Rijeka, Croatia

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Osnovna škola Podmurvice, Rijeka, Croatia

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This project is an integral part of curriculum planning within the framework of the cross-curricular topic of Information and Communication Technologies. Emphasis is placed on a multidisciplinary approach to subjects and areas. This approach enables students to integrate knowledge and skills from various subjects and to apply what they have learned through practical and real-life tasks.

Integrating Information and Communication Technologies (ICT) with Geography (as Im a Geography teacher) can enhance students' learning experiences by providing tools and resources that deepen their understanding of geographical concepts.

Integrating Information and Communication Technologies (ICT) and Artificial Intelligence (AI) into education offers numerous benefits that can enhance both teaching and learning experiences like Personalized Learning, Enhanced Engagement, Improved Accessibility, Efficient Administration and Assessment and many others.

By incorporating ICT and AI into education, schools can create a more dynamic, inclusive, and effective learning environment that prepares students for the challenges of the future.

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Curriculum

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Information Technology Curriculum: Utilizing Web 2.0 Tools

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Information Technology Curriculum: Utilizing Web 2.0 Tools

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Subjects that we will add to our training curriculum within the scope of the Project

Semester 1: Basic Knowledge and Concepts

Week 1-2: Introduction and Basic Concepts

Introduction to Information Technology

What is Artificial Intelligence?

Types of AI (Narrow AI, General AI, Super AI)

Ethics and AI

Week 3-4: History and Development of AI

History of Artificial Intelligence

Key Milestones

Applications of AI (Everyday Life, Industrial Use)

Week 5-6: Fundamentals of Machine Learning

What is Machine Learning?

Supervised vs. Unsupervised Learning

Basic Algorithms (Regression, Classification)

Week 7-8: Data Science and AI

Difference Between Data and Information

Big Data

Data Analytics and AI

Semester 2: Practical Applications and Tools

Week 9-10: Artificial Intelligence with Python

Basics of Python Programming

Python Libraries: NumPy, Pandas, Matplotlib

Week 11-12: Deep Learning with TensorFlow and Keras

What is TensorFlow?

What is Keras and How to Use It?

Creating a Simple Neural Network

Week 13-14: Natural Language Processing (NLP)

What is NLP?

Basic NLP Concepts and Applications

Popular Tools: NLTK, SpaCy

Week 15-16: Image Processing and AI

What is Image Processing?

Using CNN (Convolutional Neural Network)

Popular Tools: OpenCV, PIL

Semester 3: Projects and Advanced Topics

Week 17-18: Chatbots and Virtual Assistants

What is a Chatbot?

Creating a Simple Chatbot

Popular Tools: Rasa, Dialogflow

Week 19-20: AI and Game Development

Basics of Game Development with AI

Reinforcement Learning

Unity and AI

Week 21-22: AI Ethics and Social Responsibility

Ethical Issues in AI

Societal Impact of AI

Responsible AI Usage

Week 23-24: Project Work and Presentations

Students Develop Their Own AI Projects

Project Presentations and Evaluation

AI Tools for Education

1. Scratch with Machine Learning:

Scratch allows children and young adults to learn programming while working on simple machine learning projects.

2. Google Teachable Machine:

Enables users to train their own machine learning models without any programming knowledge.

3. Microsoft Azure AI:

Provides cloud-based AI tools and services. Offers free credits for students for educational purposes.

4. IBM Watson:

Offers various AI services suitable for educational use, such as natural language processing and image analysis.

5. RapidMiner:

A user-friendly tool for data science and machine learning projects. Suitable for educational use.

6. Jupyter Notebooks:

A popular tool for interactive data science and machine learning work.

7. Kahoot! and Quizlet:

Provides AI-powered learning and assessment tools. Can be used to create educational games and quizzes.

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Curriculum computer science junior high school

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Curriculum computer science junior high school

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