Rを活用したビッグデータ及び統計分析

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 provide comprehensive concepts of project management and widely used, proven standards and techniques in the industry. We also deliver systematic processes for creating successful results within limited resources and timeframes to those who apply project management techniques to routine field work or contemplate ways to organize and excel at their work.

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.

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.

The program is structured with content including real estate development project financing, PF case studies, and other materials for smooth funding of real estate development projects utilizing project financing techniques. Through this, you can understand the overall execution of real estate development projects and enhance your capabilities in PF financing design, risk management, and feasibility analysis.

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.

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 configured to allow easy case-study review of core financial statements, income statements, and cash flow statement analyses, and to explore profit generation ability, investment risk, and earnings management analyses, etc., to grasp the present value concept.

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.

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.

Methods for adults to comfortably accept discomfort in relationships, essential points for appropriate workplace distancing, and dignified relationship improvements were presented through various workplace examples.

The content is composed of core competencies essential for a successful professional life, including self-leadership, interpersonal skills, metacognition, and habit change.

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.

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.

This enables you to learn and apply the strategies and Skills needed to successfully guide the negotiation process from its preparation stage to its actual execution. By systematically mastering Win-Win methods, we hope you become a master of give-and-take not only in your work but also in your personal life.

We provide the necessary preparation elements and delivery techniques to persuade with clear logic and ensure understanding with effective explanation when communicating report content in writing or verbally. Through diverse case studies, we hope you will become a master of reporting, persuasively expressing your thoughts and opinions in formal and informal situations.

We provide an overview of all areas of business planning work for business planning professionals, and teach the strategic thinking and analytical skills needed for practical work, as well as various practical methodologies.

We help you understand the meaning of research and development and the work characteristics of researchers from technology strategy to projects, and organize and inform you of essential concepts for process utilization methods in research and development and new product development. We also explore the purpose and utilization methods of technology forecasting, and present the concept of promising future technologies and discovery processes by integrating them with various cases.

This course is designed to enhance the project management capabilities of PM and PMO departments, providing step-by-step evaluation and management methods for R&D projects to improve productivity in the research and development sector and achieve successful project goals.

We help you understand the background and meaning behind the birth of Agile methodology, and inform you about the responsibilities and roles of each participant in Agile methodology. We also present the purpose and specific implementation methods of key practices along with various examples.

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 was created for those who are preparing for the Big Data Analyst practical exam. It will help you pass the exam by learning as concisely as possible, and it will also provide an opportunity for those who are considering their career path to lightly learn about coding and machine learning.

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.

You will learn about the four stages of big data processing [data collection ▶ data storage ▶ data analysis ▶ expression] in a more fun and systematic way through a code lab method consisting of 30% theory + 70% practice 🧑🏻‍🏫

By the end of this course, you will be able to implement Apache Spark projects in your organization.

I will guide non-majors and beginners to quickly pass the Big Data Analysis Engineer practical exam! Theory lightly, practice thoroughly. Even without complex background knowledge, focusing on past questions, we intensively study only the points sure to appear on the exam.

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.

This course is designed to learn how to collect data through Logpresso and normalize the collected data so that it can be queried. In this course, you will learn how to collect data by setting up a collector, how to parse data mixed in various forms, and how to create a collector by installing an agent on a remote server.

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!

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

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 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.

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.

Time Series: Become a Data Analysis Expert! Let's be analysts strong in theory & practice!

It's now an era where data speaks, not intuition. Learn data analysis easily with ChatGPT!

This is a course on the R program, which is widely used in statistics and data analysis. It covers everything from a basic introduction to the program to intermediate-level statistical theory and modeling.

This is a practical project lecture that collects data and analyzes big data using Arduino and wind sensors.

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.

Revolutionize your stock investments with AI! In this lecture, you will directly build a real, working AI automated trading system targeting the top 25 NASDAQ stocks. We provide a special opportunity to gain experience and know-how through simulated investments with the 한국투자증권 API, and to perform AI stock automated trading with a real account. Even stock beginners will have no problem. We will easily explain basic stock concepts and why you should invest in US stocks, and provide all source code and remote support. From now on, investment is essential for the next 60 years of our lives. Create your own AI investment partner that will be with you!

Did you know that there are different types of data analysts? If you want to know everything about in-house data analysts and consulting data analysts, come to this seminar!