Computational Thinking and Artificial Intelligence for Humanities, Social Sciences, Arts, and Physical Education majors

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

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!

Let's use the R language, which processes data easily and conveniently, to develop computer program utilization skills related to one's major, even for non-computer majors!

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

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

Let's create simple and fun 3D modeling with Tinkercad!

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

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

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

ChatGPT, become a creator using generative AI!

Let's develop practical data-driven administrative capabilities to empirically solve administrative and policy problems by analyzing public data with R and Python!

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!

Let's understand and try policy evaluation with R and R Studio!

Let's manage projects efficiently and smartly through data science

Are you a digital talent interested in coding and the Internet of Things (IoT)? Get started with programming through MicroPython!

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.

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

For those who want to learn Entry but are having difficulty due to lack of accurate explanations, I have prepared a lecture that covers the basics of Entry. Anyone who has downloaded the Entry program can watch the lecture and follow along.

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.

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.

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.

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! ^^

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