Tư duy tính toán và trí tuệ nhân tạo cho các chuyên ngành nhân văn, khoa học xã hội, nghệ thuật và giáo dục thể chất

Let's understand data analysis methods using Python, analyze and visualize various types of data on our own, and organize an outline of our data story!

ChatGPT, become a creator using generative AI!

Let's learn the basics of the Python programming language and acquire the Python coding skills necessary for artificial intelligence!

Let's understand model algorithms for machine learning and deep learning by utilizing Keras!

Let's build a foundation of MATLAB and apply and understand the basic concepts of programming!

Learn and understand AI and AI ethics, then integrate with your major to boost AI digital skills!

Let's learn how to translate real-life and major problems into actual computer programs and practice using Python-based artificial intelligence tools!

Let's develop the capacity to extract valuable information from big data and support decision-making!

Let's understand the main algorithms of machine learning and deep learning, and learn about artificial intelligence!

Let's design, implement, and develop while learning the basic concepts of the C++ language and object-oriented concepts!

Modern C++ programming based on object-oriented concepts for computer science majors

Experience text coding through block coding and control Arduino!

Let's build a foundation for using Python and solve data analysis problems!

Leverage Python to learn machine learning techniques, improving real data information extraction and prediction model development skills!

Let's develop basic field knowledge of clothing science and the capabilities of a fashion specialist through understanding AI-based textile CAD!

Experience developing applications collaboratively in a Linux shell & open source software environment, and build the development environment required for program coding!

Let's understand data analysis suitable for advanced retail business and learn how to utilize tools utilized in the industry!

Let's develop the skills to develop web applications using React and develop the capabilities to apply them in practice!

Let's learn various data structures and algorithms and develop the ability to implement them through programming!

Learn basic website building methods and gain practical application skills from the basics of web development through practical projects linked to public data Open API!

It improves logical thinking skills, develops an understanding of how to use programming tools, and develops the ability to design algorithms for problem solving.

Computational thinking isn't something that only computer science majors learn. Every profession has problems that need to be solved, and computational thinking can be used to solve those problems.

Using block coding Entry, foster computational thinking and problem-solving skills, and through Entry AI tools, learn artificial intelligence concepts and practice simple machine learning.

Learn the contents of <Understanding Block Coding>, which is included in the mandatory subjects designated by the Ministry of Education for elementary, middle, and high schools.

Problematization (문제화) is a term also translated as problem posing, problem framing, problem setting, or problem definition. This concept involves questioning known facts (like requests or common sense) from a new perspective, defining the problem, and devising methods to solve it. Problematization should be the starting point for all development, yet it remains insufficiently discussed within the field. Performing projects or developing programs is, in essence, planning to solve problems. This means they are related to problematization. To solve a problem, it must first be clearly defined. However, problems are mostly presented as vague requests. Therefore, the ability to transform vague requests into clear problems is essential to reduce unnecessary 'development waste,' facilitate smooth collaboration, and accurately grasp users' true needs. This lecture helps train 'the thinking of problem construction' through practical examples and tools.

Let's create your own self-driving car using block coding using Scratch Entry!

This course is for those who want to learn maker coding through entry block coding and learn the basics of coding. Even non-majors! Even students who are new to coding! You can learn the basic theories of coding and the basic usage of parts/sensors to engage in various maker activities.

This is a course for the 'Coding Ability Master Level 2' certification hosted by the Korea Information and Communications Association. It is highly recommended for those who want to learn coding without difficulty and obtain a certification! ^^