Python and Statistics for Data Science Beginners

Let's understand data analysis methods using Python, analyze and visualize various types of data on our own, and organize an outline of our data story!

ChatGPT, become a creator using generative AI!

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

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

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

Let's build a foundation of MATLAB and apply and understand the basic concepts of programming!

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

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

Let's develop the capacity to extract valuable information from big data and support decision-making!

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

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

Experience text coding through block coding and control Arduino!

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

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

Let's learn various data structures and algorithms and develop the ability to implement them through programming!

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

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

Let's understand data analysis suitable for advanced retail business and learn how to utilize tools utilized in the industry!

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

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!

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

[Rating 5.0] A 【Customized Basic Python for Data Analysis】 course that even non-majors can easily complete! Learn the basics of ChatGPT utilization together to create a 『starting point』 for data analysis and AI utilization. From essential prerequisite courses for data analysis to customized learning from a 『data analysis instructor』, you can build deep foundational skills while learning quickly, instill the courage and confidence needed for coding learning, and even provide future data analysis learning directions.

For those looking to learn Data Science, Big Data, and Crawling, (1) we will summarize the most essential Python core syntax in a short time, and (2) you will become familiar with Python and crawling through practical crawling programming.

We will develop a web app that collects data using concurrent/parallel programming in Python, loads it into MongoDB, analyzes it, and visualizes the collected data using FastAPI, a modern web framework. In the process, you will learn and understand Python concurrent/parallel programming using coroutines, multi-threading, and multi-processing, and understand how to use them to improve Python's performance. We will help you apply Python concurrent/parallel codes directly to your work. We will not only teach you how to develop and end, but also how to deploy and operate an actual app on the AWS cloud.

This is Kim Left-hand Coding's best-selling lecture. You can finish Python basics in 3 hours with various examples. This lecture is for those who have never tried Python before. You can find more lectures on the YouTube channel Kim Left-hand Coding.

Solve coding test problems using Python.

If you're just learning Python and don't know what you can do or what you should do? Let's learn how to use web technologies with Python, such as web crawling, automation, and APIs.

A lecture consisting of special lectures by professors from Canadian national universities. It covers Python, Code, Scratch programming introduction/basics and practical applications. After completing the lecture, receive a global certificate from Codesprint : )

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 course, you will learn the basics of Raspberry Pi and Python and practice creating simple but essential self-driving car and remote home monitoring projects.

This course will help you quickly learn the core concepts of Python and the Pandas library. Improve your programming skills by solving the practice problems at the end of each part!

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.

You will thoroughly understand the principles!

Learn NoSQL technology, which can handle Big Data, one of the fundamental technologies in full-stack and data science utilized by modern startups. MongoDB is the easiest and quickest technology to utilize among NoSQL databases. In this lecture, you will learn the basics of MongoDB in a short time, and also acquire the skills to manipulate and utilize MongoDB with Python.

Through this lecture, you can learn about understanding SQL and databases, SQL syntax, database design for practical application, database utilization through programming, and even data analysis application cases.

Online bootcamp in Jeju! Create your own service quickly! :)

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

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.

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.

Django Base Camp is a course where you can systematically learn the core of the Django web framework from beginner to intermediate level. You can quickly develop the ability to build web applications through project-oriented, practical classes.