업무에 바로 써먹는 데이터 마인드(데이터 리터러시) 향상 방법

We systematically established the concepts of real estate public law, fundamental to real estate development projects, and analyzed real estate development-related laws with a case-study approach, centered on the revised public law.

It is structured around issues frequently encountered in real estate practice, such as the establishment and changes of real rights, real estate registration, nominee title trust, liens, mortgages, and the Lease Protection Act, to provide practical legal insight not only for practitioners seeking to build a foundation in law but also for intermediate or higher-level practitioners.

Analyzing real estate tax and taxation cases by type (Acquisition Tax, Property Tax, Comprehensive Real Estate Holding Tax, Capital Gains Tax, Inheritance Tax, Gift Tax) allows for useful application in related tasks and practical work. Furthermore, by reflecting revised tax law provisions (drafts), it is structured to assist with practical work processing.

It defines and classifies problems occurring during work by type, and guides on how to approach them according to thinking methods appropriate for each type. Especially, by presenting creative, logical, and critical thinking approaches through type-specific cases, practical applicability has been enhanced.

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.

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.

We provide work management methods and motivation techniques by work type to help you acquire the 'flexible and efficient work management skills' that are especially needed in today's era. We have structured various goal management techniques for improving work productivity, management techniques by work type (main tasks/support tasks/temporary tasks/future-oriented tasks), motivation methods, and more with diverse examples.

This is a foundational course for practitioners at quality management system certified companies, where Korea's top auditor with extensive ISO audit experience has explained ISO 9001:2015 requirements in an easy-to-understand manner.

By inviting a top expert who has worked as a professional interviewer for many years, this content includes the interview process and methods, as well as the fundamental qualities and communication skills interviewers should possess.

This is a course designed to enhance the professional capabilities of planning and budget managers for rational budget planning and efficient budget management. It provides comprehensive budget planning practice through Excel and enables you to master rational budget management techniques by learning various case analyses and corporate budget management models.

The content has been structured to help you become a professional negotiator through practical negotiation skills for successful purchasing. You can improve your purchasing negotiation abilities to perform your role as a company's profit center. Additionally, we provide easy-to-understand explanations of essential knowledge for purchasing personnel, including the definition and types of purchasing contracts, risk analysis by major conditions, response strategies, and contract conclusion methods, all integrated with various practical cases.

In line with this reality, it is structured to enable more efficient and advanced production management tasks, covering everything from production system design, production planning, to production operations and control, which are the core elements of production management.

We help you understand the components of productivity and learn various productivity measurement methods based on different types of inputs through diverse case studies. Through methods of analyzing and managing measured productivity indicators, you can promote productivity improvement.

We have structured the content to help you understand production planning and process management, which are the core of production management, and to enable you to perform more efficient and advanced production management tasks, from building work systems that respond to the Fourth Industrial Revolution to utilizing systems.

We presented the basic concepts of cost management and logistics cost analysis methods by integrating them with various case studies. Additionally, we maximized practical applicability by providing opportunities to directly practice logistics cost management cases using Excel tools.

You can learn what competencies logistics personnel should possess and logistics site improvement methods for time reduction and space efficiency to become a core logistics talent. We have presented processes and systems for all areas of logistics operations, along with detailed field situations and operational plans centered on various case studies.

We'll teach you everything from the concept of tariffs to the know-how for expediting customs clearance. Through this, you can understand customs procedures and the concept of tariffs, grasp tariff calculation methods, and prepare response strategies for inspections.

We provide easy-to-understand information about three payment methods: remittance, collection, and letter of credit, along with practical precautions for each payment method and the key document examination criteria for letter of credit payment methods. Through this, you can apply trade transaction selection know-how in the right place at the right time by using payment methods suitable for each situation in trade transactions.

The export contract conclusion procedures and key checklist items for each negotiation condition, as well as the purpose of each clause in international English contracts, have been structured by incorporating various case studies. Additionally, we analyze the main conditions of Incoterms 2020 (FOB and CIF conditions) and provide easy-to-understand explanations of trade contracts and risk management strategies, which are the most important aspects of trade transactions.

We will teach you promotional strategies, message development, message storytelling, and how to write press releases using the basic structure and six elements of press releases. You can plan and write press releases by expanding the concept of press releases from publicity to content, going beyond the traditional publicity concept.

Repetitive pipeline management in Data Warehouses (DW), now free yourself from that painful cycle with dbt! Building on the efficiency provided by dbt, become a data analytics engineer who creates higher value through business-centric data modeling, effective data lifecycle management, and more.

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.

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

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.

This course covers practical strategies for leveraging AI in the machinery and metal processing industry to enhance productivity and quality. It analyzes key process data from CNC, welding, cutting, and other operations, explaining how AI technology is applied to reduce defect rates, enable predictive maintenance, and manage worker safety through real-world case studies. Learners will understand AI-based processing optimization methods that can be immediately implemented in the field, from small and medium enterprises to large corporations, and gain insights to realize manufacturing innovation in global competition.

Master the Big Data Analysis Engineer certification, an essential but never easy-to-self-study credential, in a short period by utilizing R, an easy-to-learn data analysis tool!!

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.

Make AI data analysis and modeling results into a Web Program.

This course covers how to leverage AI in the food and pharmaceutical manufacturing industry to enhance productivity and quality. Through real-world case studies, you'll learn how AI is applied in key stages such as raw material management, production processes, quality inspection, and regulatory compliance, while understanding defect rate reduction and efficient operational strategies. Through this course, learners will master ▲characteristics of the food and pharmaceutical industry and the necessity of AI adoption ▲data-driven quality management ▲predictive maintenance and equipment optimization ▲regulatory compliance monitoring and risk management ▲analysis of domestic and international implementation cases, gaining strategies and insights that can be immediately applied in the field.

We will help those preparing for the Big Data Analysis Engineer Practical Exam with R to prepare for the exam. We will select and inform you of only the essential parts based on the questions that were on the Big Data Analysis Engineer Practical Exam. If you complete the course, you will be one step closer to passing the Big Data Analysis Engineer Practical Exam. We have reviewed the recent exam questions and uploaded related scripts and data. Also check out the latest exam information.

Understand the core of big data business and provide insights on how to utilize it in marketing strategies in the field.

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.

Learn how to map GIS (Geographic Information System) data through our Digital Mapping Workshop. Create your own digital mapping tool, including how to visualize your data on Canvas.

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.

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.

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!

The chemical and fine chemical manufacturing industry is a sector that requires complex processes and high safety standards. This course covers strategies for leveraging AI to increase productivity, reduce costs, and enhance safety. You can systematically learn practical skills centered on AI application cases that can be immediately applied in actual field settings, including process data analysis, quality prediction, equipment predictive maintenance, and environmental regulation compliance.

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!

This lecture aims to systematically learn the essential core concepts and functions absolutely necessary for the Business Information Visualization Practical Exam (Tableau), based on the exam guidelines of the organizing institution. It is structured around practical exercises so that you can freely use the functions frequently tested in the actual exam, and through solving mock exam problems of types A and B, you can improve your understanding of the exam types and your problem-solving skills together. Lecture plan and materials can be checked at https://github.com/hansikyung/Tableau_OneTime.