The Ultimate Guide to Design Automation: Mastering Canva AI Generative Design
Masocampus
The era of creating designs one by one is over. Experience the speed of turning "thoughts" into "results" with Canva AI.
Beginner
AI, canva, Generative AI
From building analysis models to applying them with Orange! Learn easily and quickly! Master the core skills of data science without coding!
3 learners are taking this course
Level Basic
Course period Unlimited


Building a predictive model using Orange, a no-coding artificial intelligence analysis tool
Acquire model evaluation and optimization techniques
Understanding and Applying Stochastic Gradient Descent
Practice of linear regression techniques
This lecture is part of Maso Campus's 'Coding-Free AI Data Analysis Using Orange' series.
This is the Lv.3 course of the single-course sales version .
If you would like an all-in-one Orange data analysis course that integrates from Lv.0 to Lv.4, please refer to the lecture below .
Advanced Data Analysis for Beginners: Orange Step-by-Step Master Pack https://inf.run/qmPWu
From building and deploying analytical models with Orange! Learn quickly and easily!
Master core data science skills without coding!
Building a predictive model using Orange, a no-coding AI analysis tool.
Acquire model evaluation and optimization techniques
Understanding and Applying Stochastic Gradient Descent
Practice advanced analysis techniques
Not all data analysis is created equal.
In the world of data analytics, classification and prediction are fundamental and apex technologies.
In this course, you'll learn how to freely manipulate machine learning models and solve real-world business problems.
Do you find classification and prediction models overwhelming? It doesn't have to be.
"Coding-Free AI Data Analysis Lv.3: Predictive Machine Learning Analysis" helps anyone easily create data models and gain meaningful insights without complex coding.
Starting with basic predictions and progressing to multilayer perceptrons, we will conduct in-depth learning through step-by-step practice.
The key to this lecture is ‘practicality.’
Using Orange, you will learn practical analytical techniques and how to use appropriate tools.
You'll learn not only theoretical knowledge but also practical data analysis and model evaluation techniques, giving you the skills you need to apply them immediately after training.
Are you jealous of the salaries of data science developers?
It's okay if you don't have development skills.
Anyone can perform high-level data analysis with Maso Campus' lectures.
In particular, this lecture covers techniques for storing and utilizing analysis models, selecting features to increase efficiency, and evaluating the generalizability of models.
Discover the hidden value of your data and maximize its potential with this lecture from Masocampus' "Coding-Free AI Data Analysis" series.
You will be able to fully experience the potential of data that you were not aware of.
This course is designed to provide an in-depth understanding of predictive models and their practical application without coding. It breaks down the barriers of complex programming and empowers anyone to confidently perform data analysis.
1. Orange can be used by everyone from beginners to experts!
Orange is an ideal tool for those new to data science and machine learning, allowing you to intuitively build data models without complex coding.
2. Understanding predictive models and artificial neural networks
In this course, you'll learn how to implement and implement a variety of models, from the most basic predictive models to simple linear regression and multilayer perceptrons, all using Orange. You'll master how to recognize and predict important patterns in data.
3. Model Evaluation and Utilization
You will learn how to evaluate model bias and variance, understand the coefficient of determination R² of regression models, and learn evaluation metrics 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 to learning the coefficients of determination and evaluation metrics of various regression models, you can become a data analyst who can solve a variety of data science problems.
Those who want to strengthen their practical data analysis skills
Anyone who wants to improve their data analysis skills without difficult coding
Anyone who wants to easily build and evaluate accurate models
Those who feel the limitations of Excel and want a simpler advanced analysis tool
Job seekers who want to differentiate themselves in the job market
Office workers considering a career change to the IT field
Maso Campus's coding-free AI data analysis Lv.3 predictive machine learning analysis course
Ideal for anyone looking to delve deeper into data science.
Basic understanding and implementation of predictive models
Acquire model evaluation and optimization techniques
Advanced analytical techniques and hands-on experience
Improving practical application skills
Take your data science to the next level with Orange!
Master data analysis without complex coding knowledge.
Do you need prior knowledge of artificial intelligence, coding, or design?
A. This course is designed to provide anyone interested in artificial intelligence with the skills they need to apply it in practice. It doesn't require any AI, coding, or even Excel skills.
Are there any requirements or prerequisites for taking the course?
A. Since this is a practice-oriented lecture, it would be a good idea to prepare a dual monitor or extra device that can separate the lecture and practice screens.
Orange? Do I need to purchase separate software?
A. Orange is distributed free of charge, and it provides step-by-step instructions, from download to installation, so anyone can easily build an AI data analysis environment. The portable version allows use without an external internet connection, making it ideal for use in high-security work environments.
Since this is a practice-oriented lecture, it would be a good idea to prepare a dual monitor or extra device that can separate the lecture and practice screens.
Additionally, since the training is conducted based on Windows OS, we recommend taking the course in a Windows environment .
Lecture notes and practice files are available in the <00. Textbook Download Center> section .
Who is this course right for?
Those who want to strengthen their practical data analysis skills
Anyone who wants to improve their data analysis skills without difficult coding
Anyone who wants to build accurate models and easily perform evaluations
For those who feel the limitations of Excel and want a simpler advanced analysis tool
Job seekers who want to highlight their own uniqueness in the job market
Working professionals considering a career change to the IT field
Need to know before starting?
You can learn more easily by taking this course after becoming familiar with the basic usage of Orange.
We recommend that you take this course after completing Masocampus's "Coding-free AI Data Analysis Lv. 0 Introduction to Artificial Intelligence-based Data Analysis" or "Coding-free AI Data Analysis Lv. 1 First Step to Data Mining using Orange" course.
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This precious experience and time are always the source of growth for both Maso Campus and our students.
The Miso Campus team strictly adheres to two principles for the growth of us all. 1. Actionable Content that can be put into practice immediately after learning. 2. Respecting the time and effort of participants.
The Miso Campus team strictly adheres to two principles for the growth of us all.
1. Actionable Content that you can actually use after learning 2. Time-Saving Curriculum that respects the participant's time and effort Grow with Miso Campus's Actionable and Time-Saving Curriculum
1. Actionable Content that you can surely use once you learn it
2. Time-Saving Curriculum that respects the time and effort of participants
We hope you will walk the path of growth together with Masocampus's Actionable and Time-Saving Curriculum.
We hope you will walk the path of growth together with Maso Campus's Actionable and Time-Saving Curriculum.
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24 lectures ∙ (9hr 54min)
Course Materials:
$70.40
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