業務にすぐ活用できるデータマインド（データリテラシー）向上方法

We will show you how to use ChatGPT prompts for task automation in the most frequently used areas in practice (files and folders, Excel, PowerPoint, Word, PDF, data analysis), through various practical examples.

To lay a strong foundation for development projects, we have organized the core concepts and challenging terms of real estate public law, which is fundamental to real estate development.

Presented are core practical points for real estate lease management, usable in the field, covering basic lease concepts, 권리금 assessment, and lease agreement methods for proactive dispute prevention.

We have organized a checklist of essential items that must be verified when entering into real estate transaction contracts. Additionally, we have provided various case studies on how to prepare real estate transaction contracts so that they can be applied in practice.

A presentation is less of a skill and more of a communication ability—a conversation that builds rapport with the audience. Just as conversation is not a skill with a fixed process but rather a genuine exchange with another, so too is a presentation. Therefore, those preparing a presentation must be able to empathize with their audience. This course is structured with practice-oriented content, dividing presentations into planning, production, and delivery stages.

This content explains use cases in various fields and discusses application methods, all based on an understanding of blockchain technology. It broadly covers everything from the basic concepts of blockchain to its use cases, aiming to provide a comprehensive understanding of blockchain and business insights.

It is comprised of content designed to enhance the professionalism of office workers and assist them in their professional lives, including communication skills to boost work efficacy, emotion management techniques, small talk, and relationship-building conversation habits.

It is structured around practical guidelines for HR and labor managers, covering human resources, labor, wage, industrial accident, retirement, and employment management. Additionally, it offers solutions to various HR and labor legal issues frequently encountered in businesses, integrating diverse cases and precedents.

The purpose and functions of performance appraisal, principles, pros/cons, and complementary/operational methods of assessment tools like BSC, MBO, and OKR (now widely used by diverse companies, departing from traditional approaches) were presented, centered on practical cases.

We will provide information on 3D spatial information data acquisition and mapping methods using drones, LiDAR, etc., and data visualization tools and techniques based on the application areas of 3D spatial information data, incorporating various case studies.

It is designed to help learners acquire knowledge about the overall research process and develop the ability to conduct actual research in educational settings, by reducing the burden of writing research papers or reports and enabling systematic and efficient composition of research papers or reports.

The content has been structured to clearly establish the relationship between human resources and job functions within the organization, enabling systematic departmental management, job rotation, performance evaluation, training and development, and improvements to human resource systems and organizational design. Through this, you can develop job analysis capabilities for determining optimal staffing levels, placing the right people in the right positions, and streamlining work processes.

Beyond simple compensation theory, you can more effectively improve payroll processes and compensation systems and apply them to your work based on a comprehensive understanding of wage systems, income tax systems from employment to retirement, and regulations related to the four major insurances.

We will provide you with easy-to-understand information on methods for establishing corporate strategic performance management systems and their successful implementation, as well as recent paradigm shift trends in performance management, by incorporating various implementation cases.

From difficult interpretation of the Serious Accidents Punishment Act regulations to setting response directions, safety and health management system establishment strategies, and various case analyses, everything is presented in an easy-to-understand manner. Along with the legal nature and components of the Serious Accidents Punishment Act that determines the life and death of companies, this serves as a guide for the successful establishment and implementation of the safety and health management system required by the Serious Accidents Punishment Act. Additionally, we provide information on key safety and health management techniques under the Serious Accidents Punishment Act, such as risk assessment, and investigation trends.

We explored the key issues of the 'Next ESG' era that has entered the institutionalization phase and presented cases of companies that enhanced their mid- to long-term corporate value through ESG management. Additionally, we structured the content to be practically applicable, covering effective evaluation response strategies related to ESG disclosure obligations, methods for preparing ESG and sustainability management reports, and ways to utilize these reports.

We have systematically organized inventory/material management techniques, resolved data duplication and errors, and established a foundation for effective MRP system operation. Through this, you will acquire the know-how to respond to demand and supply volatility and develop capabilities for effective inventory management execution and operational strategies.

We will teach you equipment operation efficiency methods, including the main functions and implementation methods of equipment maintenance activities, and the establishment of your company's equipment efficiency management through step-by-step implementation examples of equipment management. By implementing failure-free equipment technology, we hope you will level up your daily maintenance activities and become an operator with strong maintenance capabilities for equipment.

We will inform you about industrial data collection and digital twin construction methods for production management, as well as data utilization strategies for intelligent production management, combined with various case studies.

This content is structured to help you understand the new technologies and trends in SCM (Supply Chain Management) digital transformation in the era of the Fourth Industrial Revolution, and to enable efficient SCM system construction and successful implementation through SCM digital transformation strategies and tactics.

How is processing big data different from processing data with Pandas? Let's learn about Spark, an essential framework for big data processing.

"Big Data + AI Full Stack Development" - The process of building big data that breathes life into AI is carried out in the form of a pilot project. We identify requirements, configure the platform step by step, and perform smart car data exploration and analysis.

This is a specific and practical course for Google Analytics beginners. Instead of focusing on fragmented features, you can learn the practical analysis process using GA4 by conducting scenario-based analysis. It is continuously being updated to match the latest GA4 revisions!

This is a special lecture that can lay the theoretical foundation to simultaneously prepare for the Microsoft AZ-900 certification, and as the latest content reflecting the scope of questions as of May 2025, by providing content related to core data concepts, Azure's relational data, Azure's non-relational data, and Azure's analytical workloads in a form combining theory and practice, it can be utilized as a meaningful educational opportunity to not only obtain the certification but also take the first step towards becoming a data professional.

This course teaches Python-based text mining: basic theory and practice. It covers fundamental text mining data analysis for practical or thesis writing.

Let's analyze and visualize data and learn machine learning concepts using Orange 3!

This is packed with things I want to tell junior PM/POs who are struggling because they don't have a good mentor. I will generously share various techniques and Mental Models used by effective PM/POs.

SQLD Yellow Book 176 Problem Solving Lecture for You Who Studied but Cannot Solve Problems. After Completing the Course, You Will Become an Expert Beyond Passing. SQLD All-in-One Pass!

SSIS, SSAS, MachineLearning, BI, ETL. You can learn important technologies that cannot be found in domestic books, YouTube, lectures, blogs, and academies. I also recommend it to those who are interested in employment at domestic large companies, American large companies, and American state funding agencies.

This is a course for PMs who want to utilize data. This course covers the entire process of utilizing data in the PM role, including the flow of work from day 1 of a job change through the start and end of a project. It is an introductory data course that covers data-driven thinking, logical thinking, metric definition, log design, experiment design, creating a data culture, and more, to help you develop critical thinking skills. Although created as a course for PMs, it is structured with content that data analysts would also find beneficial (in fact, many analysts have taken the course). In addition, many people in marketing, design, and business planning roles are also taking the course.

It covers basic data concepts, useful R functions and packages, and data analysis exercises, to allow anyone to perform big data analysis using R programming.

This course is a course that practices the basics of machine learning mathematics and statistics using Python. Machine learning and deep learning require programming skills, but they also require a mathematical background to understand the principles. Through this course, you can gradually learn the basic mathematics required for artificial intelligence.

Data analyst job prep: Lost on where to begin? Get hints at this September seminar!

Learn various features of Looker Studio (formerly Google Data Studio) using GA4 demo data. This includes explanations and hands-on practice with Looker Studio's visualization elements. In particular, marketers and planners who are not familiar with SQL can learn easy ways to integrate and use BigQuery data with Looker Studio. You can learn methods to create dashboards using Looker Studio.

We explored the essential Python syntax necessary for big data analysis and, through various examples, presented methods such as big data file processing and visualization.

Unlike existing lectures, this course has been newly designed based on the instructor's initial failures in learning machine learning, enabling easy understanding and application to real-world problems.

Uncover true value in the age of data! 📊 Designing applications focused on data has now become essential. Develop the insight and skills your company wants with the latest trends and practical case studies. Start now with efficient data processing and design secrets! Your next step, leap into the data-driven world!

🚀 Practical AI Anomaly Detection with Databricks! 💡 Stop using expensive and slow models! From large-scale data optimization to real-time deployment, complete an anomaly detection AI that can be used immediately in corporate practice.

🧩 Rather than focusing on complex formulas or theory-centric explanations, the goal is to learn the core concepts of recommendation systems by directly implementing programs. 🛠️ Through a total of 12 diverse and practical examples, we have progressively designed recommendation systems that can be utilized in real-world environments, including content-based recommendation, collaborative filtering, and deep learning recommendation.

Finally, a probability and statistics course for everyone is here! Learn the principles of probability and statistics step by step through theory and coding practice.