To an easy path of data analysis without difficult coding knowledge!

From building to applying analytical models with Orange! Learn quickly and easily!

You can master the core skills of data science without coding!

I learn something like this!

Building a predictive model using Orange, a no-coding artificial intelligence analysis tool
Learn model evaluation and optimization techniques
Understanding and applying stochastic slope descent
Practice advanced analytical techniques

Data analysis with AI, from analysis model building to evaluation

Not all data analysis is the same.

In the world of data analysis, classification and prediction are foundational and culminating techniques.

In this course, you can freely deal with machine learning models and even learn how to solve real business problems.

Did classification and predictive models just seem difficult? There's no need for that.

'AI Data Analysis without coding Lv.3 Predictive Machine Learning Analysis' helps anyone easily create data models and obtain meaningful insights through them, without complicated coding.

From basic predictions to multi-layer perceptrons, we practice step by step and proceed with in-depth learning.

The core of this course is 'practical'.

Using Orange, you will learn analytical techniques and how to use appropriate tools for practical use.

Since you will learn not only theoretical knowledge, but also how to actually analyze data and evaluate models, you will have the ability to apply them to work immediately after training.

Are you envious of data science developers' salaries?

It's OK if you don't have development skills.

Anyone can perform a high level of data analysis with lectures at Maso Campus.

In particular, this course covers the storage and use of analytical models, feature selection to increase efficiency, and techniques for evaluating the generalizability of models.

Discover the hidden value of data and make the most of its potential through this lecture in Maso Campus's “AI Data Analysis without coding” series.

You'll be able to fully experience the potential of data you didn't even know existed.

Course features

This course is designed so that you can learn predictive models in depth and apply them to practice without coding. We break down complicated programming barriers and help anyone perform data analysis with confidence.

1. An orange that can be used by beginners to experts!

Orange is an ideal tool for those new to data science and machine learning, and can intuitively build data models without complicated coding.

2. Understanding predictive models and neural networks

In this course, starting with the most basic prediction model, we directly implement and learn various models, from simple linear regression analysis to multi-layer perceptrons, using Orange. You can master how to recognize and predict important patterns in data.

3. Evaluating and using models

Learn how to evaluate model bias and variance, understand the determination coefficient R² of regression models, and evaluation indicators such as RMSE, MSE, and MAE, and master effective model evaluation methods through practice.

4. Advanced analytical techniques applicable to practice

From the simplest predictions, you can become a data analyst who solves various problems in data science by learning the determination coefficients and evaluation indicators of various regression models.

I recommend it to people like this

Those who want to enhance practical data analysis skills
Those who want to improve their data analysis skills without difficult coding
Those who want to easily perform accurate model construction and evaluation
Those who feel the limitations of Excel and want simpler advanced analysis tools
Students who want to emphasize their own differentiation in the job market
Office workers considering a career transition to the IT field

After taking a course on data analysis using AI that does not require coding

AI data analysis without coding Lv.3 predictive machine learning analysis course at Maso Campus

It's perfect for anyone looking to take a deeper step into data science.

Basic understanding and implementation of predictive models
Learn model evaluation and optimization skills
Advanced analytical techniques and hands-on experience
Improving practical application skills

Take the next step in data science with Orange!

You can master data analysis without complicated coding knowledge anymore.

Learning content

1. Exploring data with Orange3

2. Evaluating the model's explanatory power with the regression model's coefficient of determination!

3. Improving the efficiency of models!

4. From perceptrons to complex neural network structures!

Expected Questions Q&A

Do I need player knowledge of artificial intelligence or coding?
A. This course is designed to provide competencies that anyone interested in artificial intelligence can immediately listen to and use in practice, and there is no need for artificial intelligence, coding, or even Excel skills.
Are there any requirements or requirements to take the course?
A. Since this is a practice-oriented course, it is a good idea to prepare a dual monitor or an extra device that can separate the lecture screen from the practice screen.
orange? Do I have to buy the software separately?
A. Orange is software distributed free of charge, and since we teach you everything from download to installation, anyone can easily build an artificial intelligence data analysis environment. The portable version can be used without an external Internet connection, so it can also be used in a highly secure work environment.

About knowledge sharers

Please check before taking the course!

- - Since this is a practice-oriented course, the lecture screen and the practice screen can be separated Dual monitors or extra devicesIt would be great if you could prepare it together.
  - Also, since the exercises are conducted based on Windows OS, Take courses in a Windows environmentI recommend it.
  - Course textbooks and practice files <00. Textbook Download Center> sectionIt exists at

AI data analysis without coding using Orange - Lv.3 Predictive machine learning analysis

AI data analysis without coding using Orange - Lv.3 Predictive machine learning analysis