Project Management for Information and Data Science

Let's build a solid foundation in Python and solve data analysis problems!

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!

Basic manners, etiquette, and communication skills training to foster global leaders leading the era of the Fourth Industrial Revolution.

Let's build the skills to develop web applications using React and cultivate the capability to apply them in practice!

Let's understand the major algorithms of machine learning and deep learning, and get to know artificial intelligence!

Let's acquire the Python coding skills necessary for artificial intelligence by learning the basics of the Python programming language!

Let's learn how to collect data from the web and create a supervised learning model for machine learning!

Let's learn various data structures and algorithms and develop practical skills by implementing them through programming!

Let's learn how to use Git and GitHub and use them for collaboration!

Let's collect and refine data through public data, web scraping, and more, and perform exploratory data analysis!

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

Let's practice learning how to translate real-life and major-related problems into actual computer programs and utilizing Python-based AI tools!

Learn machine learning techniques using Python and improve your ability to extract information from real-world data and develop predictive models!

Let's experience collaborative application development in a Linux shell and open-source software environment, and set up the development environment required for coding!

Understand and learn about Artificial Intelligence and AI ethics, and strengthen your AI digital capabilities by integrating them with your own field of study!

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

It improves logical thinking skills, fosters the ability to understand how to use programming tools, and develops the capacity to design algorithms for problem-solving.

Modern C++ Programming based on Object-Oriented Concepts for Computer Science Majors

Let's look into how to deploy Abyss for non-majors!

Let's become creators using ChatGPT and generative AI!

A company should not rely solely on the capabilities of its members, but should operate on systems and processes. To do this, a work culture that encourages collaboration and sharing is needed. This lecture explains the necessity of collaboration and the difficulties of existing collaboration methods, and explains how to effectively collaborate, build work history, and accumulate know-how based on Confluence.

This is for those who want to introduce and use JIRA and Confluence in their team projects.

This is a training course for those preparing to become IT PMs, covering the entire process of an IT project from the sales preparation stage to implementation and stabilization. It explains practical terminology, tasks, relationship management, and crisis management to provide immediate help in the field.

We will look at how to collect and analyze user requirements for planning an LLM service.

🛠️ [Course Introduction] "Real" HVAC Scheduling from an 18-Year Veteran Do you know what task takes up the most time and causes the most stress when working at a construction site? It is **'schedule revision.'** In the past, I also spent countless nights drafting HVAC construction and commissioning schedules. Construction sites are prone to delays due to unexpected variables, so wrestling with schedules every month—or even every week—was my daily routine. Looking back, the real reason I struggled so much was that **'no one ever properly taught me.'** There was no basic training on how HVAC relates to other trades or how to actually calculate the time required for construction or commissioning. Consequently, the schedules I spent so much time creating often lacked the accuracy needed to be useful on-site. Then, I had a great opportunity to receive intensive training on scheduling. Once I understood the principles, I honestly felt a bit frustrated. I realized that it’s quite simple once you know the core concepts, and I had wasted so much time during projects simply because I didn't know the method. Ultimately, a construction project is a battle of 'resource management.' The three most important resources to manage on-site are materials, manpower, and equipment. Schedules are created to manage these resources efficiently and are immediately revised when changes occur to prevent delays in the overall construction period. In other words, the schedule is a critical document that serves as the standard for overall project management. While large construction companies may have dedicated scheduling teams, practitioners in each trade must fundamentally be able to draft their own schedules. This is because the schedules of each part come together to form the massive framework of the entire project schedule. That is why I have prepared this course, packed with the practical insights I've gained from 18 years in the field. • Scheduling Basics: What types of schedules exist on-site, and what/how a practitioner should draft them. • HVAC-Specific Practice: Scheduling examples and exercises tailored to actual HVAC work, from representative duct installation to commissioning. • Know-how to Avoid Trial and Error: Tips to stop wasting precious time on meaningless schedule revisions like I did. If my explanation is insufficient or if you get stuck while studying, please do not hesitate to ask questions at any time. Just like an HVAC system that must run 24/7, I will be standing by to provide reliable answers to your questions!

This is practical training designed to systematically learn problem-solving skills essential for office workers in a rapidly changing business environment, from the basics to real-world application. It covers understanding the era of deepening uncertainty and complexity such as VUCA and BANI, and addresses the entire process through real cases and hands-on practice: problem definition and root cause analysis, stakeholder identification, creative idea generation, solution prioritization, implementation monitoring, execution result analysis, and follow-up management.

This is a basic course for those who are new to product CE certification.

It's okay if AI feels unfamiliar and difficult to you. In just one week, I will share the entire "trial and error" journey of building everything from a membership landing page to automation and data analysis from scratch using Claude Code. Even if you don't know how to code or are a complete AI beginner, I'll show you through real-world examples so you can take on the challenge yourself.

Selling once is luck; selling repeatedly is strategy. Most teams miss out on 'potential buyers' because they fail to query the behavioral data they have already accumulated. This course connects the entire process into a single flow: selecting the market (ICP/Segment), designing value (Positioning/Pricing), and engineering a repeatable revenue structure through data (PQL/Triggers/RevOps). The core objective is not to memorize a "formula that always works." Instead, you will train your hands with transferable skills and theories (applications of management science, statistics, business administration, and marketing) that remain effective even when the company, product, or customer changes. Based on experience designing GTM for a profitable unicorn as a Senior GTM Strategy Manager at Gamma, we will deconstruct real-world PLG cases like Railway—not as "answers to copy," but as "mirrors to reflect theory." By the end of the course, you will be left with a system that actually works, rather than just plausible-looking documents.

2024 Smartsheet Korean Latest Lecture. Let's learn how to use forms, reports, dashboards, etc. with practice.

This is a meal kit planning document for game planners. System planning book, data table, business PM course, balance planning, etc. Provided by a game planner with 17 years of experience.

"Beyond just attending a lecture, we give you the time to 'own' the strategy." The 'Rule of 3', a formula for victory hidden within thousands of figures and complex battles. Change your business landscape with this 483-page PDF textbook and workbook, a culmination of a 30-year strategy expert's systems thinking.

- Customized training to ensure that government R&D project performing organizations and stakeholders correctly understand and apply quality management in practice. - Support for consistent quality management throughout the entire project lifecycle by internalizing quality management capabilities, and providing a guide on additional considerations when developing AI systems based on ISO/IEC 5338 standards for projects involving Artificial Intelligence (AI) technology. - Enhancing the quality management maturity of companies and strengthening their ability to create deliverables and utilize quality management systems.