データ分析の入門

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

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

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

Learn and understand AI and AI ethics, then integrate with your major to boost AI digital skills!

ChatGPT, become a creator using generative AI!

Let's manage projects efficiently and smartly through data science

Let's understand the main algorithms of machine learning and deep learning, and learn about artificial intelligence!

Learn how to use Git and GitHub and use them for collaboration!

Java programming based on object-oriented concepts for computer science majors

Modern C++ programming based on object-oriented concepts for computer science majors

Let's develop basic field knowledge of clothing science and the capabilities of a fashion specialist through understanding AI-based textile CAD!

Leverage Python to learn machine learning techniques, improving real data information extraction and prediction model development skills!

Let's learn object-oriented concepts through Java programming and improve program design and problem-solving skills!

Are you a digital talent interested in the Internet of Things (IoT)? Get started with the Internet of Things through Arduino!

Learn basic website building methods and gain practical application skills from the basics of web development through practical projects linked to public data Open API!

Basic manners, etiquette, and communication skills education to foster global leaders leading the 4th industrial revolution era

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

Let's learn how to translate real-life and major problems into actual computer programs and practice using Python-based artificial intelligence tools!

Experience developing applications collaboratively in a Linux shell & open source software environment, and build the development environment required for program coding!

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

This course is for those who have learned the basic grammar of Python and will learn the core skills used in text data analysis. I hope that those who are interested in text analysis will gain more ideas through this course and use it for a long time.

Let's build a foundation for using Python and solve data analysis problems!

We will introduce the types of big data analysis techniques and Python libraries for analysis, and the basics of statistical analysis techniques and machine learning analysis techniques.

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!

Learn a systematic approach to S&P 500 pair trading with Python. Lay the foundation for an investment strategy that excludes emotions through professional data analysis.

Learn how to collect data from the web and create a supervised learning model for machine learning!

This course is designed for beginners and consists of easy explanations and various hands-on projects. It covers data collection using web crawling and LangChain tools, and summarization, extraction, sentiment analysis, and recommendation systems using LLM.

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

This is a basic course on Python Excel programming that you can learn with the xlsxwriter tutorial. You can analyze data and automate tasks using Python and Excel.

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.

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.

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.

Those who have learned the basics of Python will learn how to utilize Python after watching this lecture.

I want to create an algorithm trading bot that makes unlimited money and run it automatically. Where should I start?

This course aims to acquire Python-based web crawling technology to collect data from web pages and improve data collection and analysis capabilities at work based on this.

Now display Python results as web pages! You can create your own web page using only Python. This is an opportunity to create an Interactive Dashboard that allows you to check results created with Python, such as data analysis and machine learning, on a web page!

You can learn the skills and know-how needed to improve work efficiency by utilizing Open API and Python.

With Python Quant Investment, you can create investment strategies based on data and invest according to the strategy. You can implement various asset allocation strategies and ultimately create your own investment strategy.

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.

Introductory lecture on recommendation systems by Datalian, who has over 10,000 cumulative students and rich online/offline lecture experience. Learn the basic theory of recommendation systems and practice movie data analysis together.