No-Code AI Data Analysis Using Orange - Lv.0 Introduction to AI-Based Data Analysis

Easy and powerful data analysis anytime, anywhere! Simple with Orange 3, even if you don't know how to code!

(5.0) 6 reviews

38 learners

Level Beginner

Course period Unlimited

Orange3
Orange3
Data literacy
Data literacy
No-code
No-code
Machine Learning(ML)
Machine Learning(ML)
Statistics
Statistics
Orange3
Orange3
Data literacy
Data literacy
No-code
No-code
Machine Learning(ML)
Machine Learning(ML)
Statistics
Statistics

What you will gain after the course

  • How to use Orange3, a no-code AI data analysis tool

  • Basic Concepts of Machine Learning Data Analysis

  • Data analysis techniques for gaining insights using real-world data

  • Pros and cons of various data analysis tools and why you should use Orange3

This lecture is part of IT Campus's 'AI Data Analysis Without Coding Using Orange' series

This is the individual course version of the Lv.0 curriculum.

If you would like the All-in-One Orange Data Analysis course integrated from Lv.0 to Lv.4, please refer to the lecture below.

Advanced data analysis even for beginners, Orange Step-by-Step Master Pack https://inf.run/qmPWu

Orange, a machine learning tool that anyone can use!



Easy and powerful data analysis anytime, anywhere!
Simple with Orange even if you don't know coding!

What you will learn!

  • How to use Orange, a no-code AI data analysis tool

  • Basic concepts of machine learning data analysis

  • Data analysis techniques for gaining insights using real-world data

  • The pros and cons of various data analysis tools and why you should use Orange

Orange, the Myth of No-Code Analysis Tools

2023 was undoubtedly the year of ChatGPT. This is because it was a revolution in artificial intelligence technology that brought the dreams of future technology from the imaginations of people around the world a little closer to reality.

2016 was the year of AlphaGo. This is because it was an event that brought machine learning—which few outside the industry had much interest in—to global prominence, serving as a signal for the arrival of the Fourth Industrial Revolution.

Long before that, in 1996, a program called Orange was announced in a laboratory at the University of Ljubljana in Slovenia. Built on the Python language, which everyone has heard of, Orange was created with a focus on data mining and visualization.

As an open-source project grown with the help of developers worldwide, Orange has now evolved to perform essential data analysis techniques such as machine learning, text mining, and network analysis. Although it is Python-based, Orange requires absolutely no coding knowledge to use and may be less famous than other tools. However, its performance is second to none, and it is an amazing tool that allows anyone to perform advanced data analysis and AI analysis.

The world will change even faster than it does now. This means that staying as you are will inevitably lead to falling behind, but conversely, there are clear ways to grow faster than others. Orange—which allows you to perform data analysis, a now-essential skill for professionals, without coding, and covers everything from visualization to machine learning and data modeling—will be the weapon that ensures you don't just keep up, but stay ahead.

Learning the Core of Practical Application

In this course, we use Orange to ensure that anyone can acquire advanced data analysis capabilities
and encounter unique insights through data analysis.

  1. Excellence as an Educational and Learning Tool


    Orange is an ideal learning tool for beginners in the fields of data science and machine learning.
    Orange presents complex data analysis concepts in a visual and intuitive way,
    allowing users to learn through both theory and practice.

  2. Various data analysis and visualization tools


    Orange provides a wide range of data analysis functions, including data exploration, machine learning, text mining, and network analysis.
    Through these various tools, users can analyze data in depth and
    extract meaningful insights from complex datasets.


  3. User-friendly Graphical User Interface (GUI)


    Orange provides a drag-and-drop interface,
    allowing users to easily perform data analysis.
    This is very useful for users who are not familiar with writing code.
    By visually constructing and modifying data pipelines,
    users can intuitively understand and manage the data analysis process.

  4. Expanding with Plugins


    Orange supports various additional features and plugins.
    This allows users to extend the tool's functionality
    to meet specific analytical requirements.
    Since users can develop their own plugins or use those developed by the community,
    Orange's capabilities are continuously growing and diversifying.

After taking the Coding-Free AI Data Analysis Lv.0: Introduction to AI-Based Data Analysis course

After taking Masocampus's <No-Code AI Data Analysis LV.0 Introduction to AI-Based Data Analysis> course,
you will be able to acquire the following competencies.

  • How to use Orange, a no-code AI data analysis tool

  • Basic concepts of machine learning data analysis

  • Data analysis techniques for gaining insights using real-world data

  • The pros and cons of various data analysis tools and why you should use Orange

The performance of Python and R combined with the convenience of Excel!

Analyzing data easier than peeling an orange!

Learning Content

1. Regression analysis performed so easily!

2. Customer satisfaction analysis finished in one go!

3. Creating a spam message filter with machine learning!

4. Data Science from A to Z using Artificial Intelligence

Expected Q&A

Q. Do I need prior knowledge of AI, coding, or design?
A. This course is designed with the goal of providing skills that anyone interested in AI can immediately apply to their work; therefore, no prior knowledge of AI, coding, or even Excel proficiency is required.

Q. Are there any requirements or prerequisites for taking the course?
A. Since this is a practice-oriented course, it is recommended to have a dual monitor or an extra device to separate the lecture screen from the practice screen.

Q. Orange? Do I need to purchase the software separately?
A. Orange is a free software, and since I will guide you through everything from downloading to installation, anyone can easily set up an AI data analysis environment. By using the Portable version, it can be used without an external internet connection, making it suitable even for high-security work environments.

Instructor Introduction



Please check before taking the course! 📢

  • Since this is a practice-oriented course, it is recommended to prepare a dual monitor or an extra device so that you can separate the lecture screen from the practice screen.

  • Since the practice sessions are based on Windows OS, we recommend that you take the course in a Windows environment.

  • Lecture notes and practice files can be found in the curriculum <00. Textbook Download Center> section.

Recommended for
these people

Who is this course right for?

  • Those who are interested in data analysis and artificial intelligence

  • Those who want to use AI as a productive tool without complex coding

  • Those who want to master the use of AI and experience higher work efficiency than anyone else

  • Job seekers who want to emphasize their unique differentiation in the job market

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16 lectures ∙ (2hr 57min)

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6 reviews

5.0

6 reviews

  • lbi0126님의 프로필 이미지
    lbi0126

    Reviews 5

    Average Rating 5.0

    5

    100% enrolled

    Thank you for the informative lecture. I want to hear the next one soon.

    • masocampus
      Instructor

      Thank you for leaving a review😊 Maso Campus will always do its best!

  • p760603063789님의 프로필 이미지
    p760603063789

    Reviews 2

    Average Rating 5.0

    5

    100% enrolled

    It has been a great help to me using Orange. I will try to apply it one by one, starting with the simple ones.

    • masocampus
      Instructor

      Thank you for leaving a review😊 It feels like the hard work paid off. Maso Campus will always do its best!

  • kjbb07304134님의 프로필 이미지
    kjbb07304134

    Reviews 1

    Average Rating 5.0

    5

    31% enrolled

    • masocampus
      Instructor

      Thank you for your course review 😊 Maso Campus will always do its best!

  • hoya21716193님의 프로필 이미지
    hoya21716193

    Reviews 3

    Average Rating 5.0

    5

    63% enrolled

    • masocampus
      Instructor

      Thank you for leaving a review😊

  • jengwonpark0464님의 프로필 이미지
    jengwonpark0464

    Reviews 1

    Average Rating 5.0

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