Big Data Analysis and Visualization Using Python

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.

This book is composed of field-centric materials, focusing on theories and cases that those studying real estate auctions are 'truly' curious about. It offers various practical on-site resources, including auction terminology for novice investors, useful websites for auction investments, and a 'checklist' for on-site inspections. Covering the entire real estate auction process, from rights analysis to on-site visits, loans, and eviction, it allows even complete novices to easily win bids and manage evictions. Embark on your auction journey through lectures by Professor Seol Chun-hwan, a top domestic expert with approximately 20 years of experience in auction bidding and teaching, covering everything from winning 1 million won properties to consulting on 100 billion won building auctions.

I have structured the content by understanding the basic concepts and flow of costs, and connecting the relationship between cost calculation and financial statements with various practical cases. Through this, you can utilize cost calculation and analysis capabilities for decision-making and performance evaluation.

The content focuses on cultivating data-driven analytical capabilities, including regional characteristics, site conditions, competitive factor analysis, and customer attraction diagnostics. It provides case-based examples to enable real estate practitioners to quantitatively and qualitatively evaluate locations and commercial areas, strengthening their analytical skills for actual business planning and investment execution.

While presenting various investment techniques and management methods, you can grasp the essential foundations and core principles of real estate that real estate investment professionals need to know. The content has been structured by incorporating various cases to help understand real estate investment comprehensively and achieve successful investments.

This presents the core content of methods for effectively managing real estate assets, from property appraisal to landlord attraction and management, acquisition decision-making, and disposal decision-making.

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.

Based on excellent slide designs created by presentation experts, we provide core tips that can be immediately used in practice. Through this, you can structure your content to create easy, professional, and efficient slides.

We provide comprehensive information on all aspects necessary for managing partner companies. The content covers practical knowledge of partner company management, methods for selecting new companies, operational strategies for existing companies, and approaches to delivery and quality management. Through this, we help you systematically manage partner companies and enhance your ability to maintain partnership relationships with collaborating companies.

This is a course designed to improve your ability to successfully communicate your arguments and ideas in various presentation situations such as proposals, reports, and briefings. We hope that through this course, you will become a more competitive presenter.

We'll cover the most fundamental core principles of using Excel as a business tool. We'll teach you various Excel elements from the principles of Excel calculations to functions, formulas, aggregation, and filter utilization. The content is structured around how to construct formulas, understanding functions at the center of formulas, and methods for utilizing aggregation and filter features.

This patent guide is designed to legally protect the development achievements of universities, research institutes, and companies, and to secure exclusive technological competitiveness. Additionally, we provide efficient and competitive research and development directions through understanding intellectual property-based R&D trends and predicting technology gaps.

We provide comprehensive guidance on discovering, proposing, and transferring technology-based innovative products to business divisions, and inform you about the functions and roles of R&D, product development, marketing, and business divisions related to product development.

We provide strategic implementation plans that can offer direct assistance in performing duties, focusing on essential content that corporate education and training managers must know. We have also included methodologies and procedures for designing corporate human resource development systems, as well as content on recent applications of competency modeling and case analyses of educational systems through job analysis.

Based on comprehensive theories including job analysis procedures for job-centered human resource management, NCS job analysis, job analysis and performance management (KPI), and job-based pay systems, this content is structured in an easy-to-understand manner by combining various cases with issues that frequently occur in the field.

This is designed for practitioners in both public and private sectors who handle urban planning, development activities, maintenance projects, and licensing work to systematically understand the provisions of the National Land Planning Act and apply them in practice.

We aim to improve the Personal Skills and Work Skills of key talent. We provide solutions for growing into key talent, including fostering creativity and thinking skills, methods to enhance interpersonal relationship skills, and followership.

We provide you with comprehensive information on everything needed to manage partner companies. You can learn logical and rational selection and evaluation methods for partner companies, as well as various management techniques to ensure manufacturing quality from partner companies. Additionally, we help you improve your ability to systematically manage partner companies and maintain partnership relationships with them.

This course is designed to be easily understandable with various case studies covering quality strategy development, implementation, and goal monitoring techniques to achieve quality objectives under established quality policies. Additionally, it presents methods for recognizing and evaluating quality issues by converting them into monetary units, which are common management metrics, and is a process that can measure the accurate performance of current quality management systems through the introduction and operation of quality costs, while developing systematic and continuous quality cost management capabilities.

We will introduce the concept of Statistical Process Control (SPC) as a scientific approach for quality improvement and data literacy. Additionally, we have structured this content by integrating data-driven Quality Control (QC) techniques and application methods for reducing process variation with various case studies.

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.

If you want to properly learn OCR technology that's truly used in practice, this one course is all you need! Aiming for over 98% accuracy even with unstructured documents and complex layouts, based on the latest SOTA models and real-world know-how, we build enterprise-level OCR projects together.

Welcome to the R Programming Basics course! This course provides an easy and systematic guide to the core concepts of R programming and practical data handling and visualization methods for those starting out in data analysis. Starting with R installation, it covers data structures, basic syntax, and real analysis cases, aiming to help you successfully take your first step as a data analyst.

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 focuses on developing practical visualization skills that can be immediately applied in the workplace by utilizing Seaborn, a core tool for data visualization, and plotly/Dash for building interactive dashboards. Through various hands-on exercises, you can enhance both your ability to create insight-driven visual materials and implement web-based dashboards.

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QML is a programming interpreter language for creating UIs provided by Qt. It is similar to JSON and can use JavaScript. Using QML and Python together, you can easily develop modern, advanced UIs.

You will learn techniques that can be applied in various fields of IT security, starting from the introduction to Python programming.

Students who want to learn Hadoop and Big Data will celebrate the amazing advancements in experiencing the world of Big Data through this course!

An easy-to-understand introduction to data lecture by Korea's first data humanist, Shin Do-yong! Let's learn data-based thinking to properly read and utilize massive amounts of data!

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You can systematically learn stock trading automation using Python and the Interactive Brokers API, which holds the top spot in global market share.

This course provides a complete introduction to programming with Python. You will start from the very basics and gradually build up to writing more advanced scripts and solving real-world coding challenges. With step-by-step explanations, practical exercises, and projects, this course is perfect for anyone looking to start their coding journey or strengthen their foundation in Python.

This is a Python coding test lecture centered on problem solving, tailored to those who are new to coding tests.

It would be efficient to automate IT security tasks using Python, wouldn't it? This course follows hands-on practice, applying Python and web Flask development to automate tasks, idea by idea.

Strengthen your coding skills through coding test problems by learning Python-based data structures and algorithms!

Prepare perfectly for the Programmers Coding Essential Competency Certification (PCCE), from Python basics to competency certification!

In this class, you will learn techniques for retrieving (crawling) and processing data from various operating sites using Python, and apply them directly to various examples that you may encounter in the field. Through this, you will learn techniques that focus on solving practical problems based on an understanding of the basic principles of how the web works, rather than one-dimensional task automation by copying and pasting given codes, and accordingly, you will be able to collect and process data from any site in the future. You will also learn how to resolve various exceptions that occur in this process with code, and ultimately, you will be able to solve and automate various problems that occur in daily life with programming thinking.

Through this lecture, students are expected to be able to check actual materials such as big data contests and self-introduction essays and determine the direction of their studies and job preparation.