AI-Powered Video Production Workflow: One-Click Automation System for Non-Majors

The ultimate productivity tool, Notion! How to use it properly!

It is perfectly fine if you have no prior experience in video editing. This is a practical course where you will learn everything from the basic functions of CapCut to how to analyze and plan short-form advertisements step-by-step. You won't just learn how to add subtitles and cut clips; you will understand the structure of an advertisement and follow along to create videos that actually make people stop scrolling. From Ad Analysis → Planning & Design → CapCut Production. The curriculum is designed so that even beginners can complete a full short-form advertisement just by following along. This lecture is for marketers who are new to video production, and for marketers who now want to create their own content.

From SEO Fundamentals Every Real Marketer Should Know to the Latest AI Applications

This course provides a condensed learning experience covering the entire process of Naver Search Ads, from basic definitions to practical optimization strategies. Rather than simply listing the functions of the advertising system, you will understand the essence of 'Pull Marketing'—capturing customers at the final stage before purchase—and establish a winning creative planning logic that drives clicks through market research and demographic analysis. In particular, based on the latest updated UI, you will practice designing a solid account structure ranging from campaigns to extension assets. After setup, you will develop 'performance analysis and troubleshooting' skills to diagnose ad performance and maximize efficiency by interpreting report data, helping you grow into a practical marketer ready for immediate deployment in the field.

Have you given up on data analysis because of complex statistical formulas and difficult terminology? This course is the 'Essential Core Data Lecture' designed by Korea's first Beusable Ambassador for non-majors and job seekers. Instead of simply memorizing how to use tools, you will build your own analysis environment through 100% hands-on practice using a Tistory blog. You will learn how to read customers' true intentions by adding the 'visual intuition' of heatmaps to numerical data. "Why aren't products selling on my site?" Prove the answer to this question with data and transform into a marketer who establishes strategies to increase sales. With just a 3-hour investment, we will add 'GA4 practical skills' to your resume.

It covers how to build a work automation system using AI and Google Apps Script without complex coding knowledge.

This is a lecture that helps new employees and prospective new hires by organizing essential manners for greetings, emails, phone calls, reporting, messaging, and more within one hour, enabling immediate application in practical work situations.

Essential concepts every marketer must know - complete guide! Plus insider tips for building experience and skills even outside of companies!

A 2-hour data literacy introductory course for marketers who give up on math and whose minds go blank when they see numbers

A practical beginner course that completes SQL fundamentals in just 3 hours

Even beginners can create decent-looking images with minimal Figma features and design formulas Plus advertising planning methods and hands-on image creation practice

You can establish both the direction of your personal statement and the framework of your portfolio at the same time.

This is a conference for POs/PMs and planners who view products from the customer's perspective and connect them to business.

By looking at examples of documents in each field that the instructor has processed, you will practice developing a perspective on viewing documents.

A class on analyzing customer/sales data with Excel, even without R or Python!

Those who are already good at using Excel can work more effectively, efficiently, and in less time by using Google Spreadsheets.

This course teaches you how to build AI agents from scratch to a production-ready level using OpenClaw. Beyond a simple introduction to features, you will master OpenAI, local LLMs, memory, sessions, Tools, and Skills in a single, cohesive workflow. Based on hands-on experience and know-how gained from developing AI and large-scale systems in Silicon Valley, the course explains architectures and operational methods applicable to real-world projects. By the end of the course, you will be able to design your own AI agents and implement automation by integrating them with various services. This is a practice-oriented course for those who want to go beyond just using AI and learn how to build and operate it themselves.

I will teach you Vibe Coding systematically from the ground up, following the exact curriculum refined while teaching over 10,000 students by a former Tech Lead with 10 years of experience in New York and LA startups. Together, we will build my own service, 'Kagong Map,' from scratch, learning the entire real-world workflow—from research, development, and deployment to operation and automation by delegating tasks to AI agents. I promise you two things: first, you will grasp the big picture of how a service operates so you can judge the AI's output yourself; second, you will learn how to embed workflows and standards into the environment so the AI produces consistent results every time. When you make the judgments and the AI follows orders effectively, your ideas become real services.

With ChatGPT, create your own content (songs, comics, blogs, books, papers, etc.) and create new businesses.

A curriculum with everything for English learning: Speaking, Reading, Writing, Grammar! ChatGPT alone can handle all this.

If you only know LangChain, it's just a chatbot; but if you know LangGraph and Multi-Agent patterns, it becomes a service. An active AI instructor will share the know-how to build operational AI Agent workflows from start to finish—going beyond simple prompt calls to handling tools, maintaining memory, and incorporating human-in-the-loop verification—using 17 practice notebooks and 4 multi-agent patterns (Subagents, Handoffs, Router, and Skills).

Understand Transformer-based LLM architectures and GPU utilization strategies, and gain hands-on experience with the actual serving process using vLLM. This course covers the entire practical workflow, from building AI system pipelines to monitoring and multi-GPU utilization, and is designed for intuitive understanding through diagrams and practice without complex formulas.

AI agents can fail due to various reasons, including data errors, security threats, increasing costs, and system integration issues. This course examines major obstacles and failure cases that occur during the AI agent implementation process and explains practical strategies for design, inspection, and operation to prevent them. Through this, you can understand the risks and limitations of AI agents and establish appropriate implementation directions and stable operational standards for your organization.

From problem definition to research synthesis, ideation, and prototyping! Use AI as your practical partner to quickly create a high-quality UX/UI portfolio. You will learn to strategically utilize both the latest AI tools and proven tools consistently used in the industry to fit your project.

This is a practical introductory course designed to help general office workers utilize generative AI as a business partner rather than just a simple tool. The objective is to develop the ability to use AI safely while complying with security and copyright standards, based on an accurate understanding of its operating principles and limitations. From the core principles of prompt engineering to streamlining text-based tasks such as planning, reporting, emailing, and minutes-taking, as well as Excel data analysis and the use of images and PDF documents, students will learn step-by-step. This helps drastically reduce time spent on repetitive tasks and secures the practical capability to handle multiple roles. Beyond individual use, the course covers how to build team-level work templates and standards. It is an action-oriented curriculum designed to ensure that participants possess work automation assets that can be applied immediately to their jobs after completion, leading to productivity improvements across the entire organization.

A practical introductory course on Claude Code for Unity developers! From installing Claude Code to Unity MCP integration, managing project conventions using CLAUDE.md, custom slash commands, and collaboration workflows—we will teach you everything you need to know for real-world application. Finally, you will gain hands-on experience effectively applying Claude Code to a Unity project by building a Survivor-style game from scratch.

Is your skill stagnating because you keep asking AI to 'just whip something up'? This course dissects the principles and philosophy of the 'Cocrates Harness,' a rigorous constraint system that fundamentally blocks the sloppy generation of LLMs. Defy the gravity of AI convenience and discover the cheat code to rapidly growing into a 'true top-tier architect' who commands and controls every design context!

Conversation loops, tool calling, permissions, prompt assembly — learn the core principles of Claude Code by visualizing them through 3D interactive materials. Translate the structure you understood from the materials directly into code to complete your very own 'Mini Claude Code (Harness)'.

This is a practical course that uses Codex to connect business planning, website creation, marketing materials, task organization, and email automation. Even if you are not a developer, you will learn how to delegate tasks to AI and refine the results using Notion, Linear, Figma, and Google Workspace in an actual workflow sequence.

: "From Mathematical Foundations to the Latest Models, Completing the Deep Learning Pipeline with PyTorch (44 Lectures in Total)" The era of simply learning how to call model.fit() is over. From the very basics of artificial neural networks—differentiation and gradient descent—to essential PyTorch techniques used in the industry, and CNN/RNN for handling image and time-series data! We will help you systematically master the entire process of deep learning. Go beyond analyzed data and step into the amazing world of deep learning, where artificial intelligence mimicking the human brain learns and makes decisions on its own.

The Gemini agent that works across Google Drive! Put the finishing touches on your Google AI workflow with overwhelming productivity.

This video shows effective ways to link internal company data to sLM, and practical solutions for various issues from sLM adoption.

AI solutions that maximize innovation and performance! Your business will leap to a new dimension.

Let's develop the ability to find rational decision-making models based on mathematical thinking by understanding various elements of AI and data, and solving real-world problems using ChatGPT and no-code programming!

The era of creating designs one by one is over. Experience the speed of turning "thoughts" into "results" with Canva AI.

AI Finally Gets a Body - What is My Survival Strategy in the Age of Robots? Physical AI is not just about robots. It is an overthrow of the economic paradigm created by the grand convergence of artificial intelligence, robotics, and energy technology. This course explores various perspectives, from the background of Physical AI's emergence to the strategies of global big tech, hardware sovereignty, and future social issues such as robot taxes, basic income, and global inequality.