From the basics to application of unstructured data analysis, it's easy and fast with the AI analysis tool Orange!

Orange data analysis lectures lead to results

Data analysis? It's not just the domain of experts anymore.

Learn concepts, examples, and related techniques of unstructured data in an easy-to-understand manner

— Anyone can use Orange to draw meaningful conclusions from unstructured data without complicated coding skills

— From basic processes of text & image analysis to results at a glance

- An intuitive explanation of how to handle and analyze text and image data in practice

Business analytics using unstructured data isn't a thing of the distant future anymore.

With this course, take the first step to using unstructured data to solve real problems!

AI Data Analysis without coding - Lv.6 Text and Image Analysis Curriculum Features

This is a core course that presents key techniques of unstructured data analysis and practical application methods using text and image data through Orange.

1. Understand the basic concepts of unstructured data analysis and the types and structures of data

Learn the concept of unstructured data and the process of analyzing it, starting with the differences between structured, semi-structured, and unstructured data

2. Learn from the basics of text mining techniques to the practice of text pre-processing

Learn basic statistical techniques using the concept and usage of corpus, tokenization, and frequency and location information of words such as N-grams

3. Predict and classify real business with text-based data

Explain how to actually use text data and practice techniques for analyzing sentiment and networks of text data

4. Extract and analyze key features of image data

Practice the process of extracting important information from image data, predicting, and classifying it through vision models such as CNN (convolutional neural networks)

5. Strengthening business analysis capabilities using unstructured data

Share how to analyze text and images and apply them to real business

Premium courses for all,

Increase your competitive edge with data analysis using Orange today!

I'm so excited. Just be prepared to take the course!

1. Take a course

2. Follow the instructor and try using Orange

3. Improve performance with unstructured data analysis

3 STEP TO SUCCESS, NOW IS YOUR TURN

I learn something like this!

Perfect use of image data analysis

Learn text document classification models and evaluation using embedding vector techniques

Learn the basics of text analysis with corpus and word cloud

From text sentiment analysis to customer review analysis techniques

Not losing sight of the accumulated data and its value has become an essential strategy for everyone.

Now's your chance. Turn data into your competitive advantage.

About knowledge sharers

I can confidently recommend it to people like this.

— Those who want to strengthen practical data analysis skills

— Those who want to improve their data analysis skills without difficult coding

— Those who want to achieve results through analysis of unstructured data such as text/images

— 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

Did you feel like machine learning and data analysis had nothing to do with me?

If you want to learn the core skills of unstructured data analysis without programming knowledge and lead data-driven decisions in actual business,

Start this course right now.

Course features

STEP 1. Learn basic concepts and analysis methods for unstructured data, making it easy for beginners to access

Understand the unique challenges of analyzing unstructured data starting from its basic types, structure, and shape

STEP 2. Practice starting with the basics of text mining

Learn the key techniques required in the process of preprocessing text data, and practice how to convert text data into a form that computers can understand

STEP 3. Learn various techniques for text classification and prediction

Conduct practical exercises that can be applied to solving business problems using cluster analysis and classification techniques for text data

STEP 4. Practice from basics to application of image data analysis

Understand the basic principles of handling image data and learn how to use them to use image classification and prediction in practice

Most data exists in an unstructured form.

The ability to analyze this effectively will make a big difference.

Now is the best time to grow!

Experience more advanced productivity and results first.

Expected Questions Q&A

Q. Do I need to have prior knowledge of artificial intelligence, coding, or design to take the course?

A. This course does not require player knowledge such as artificial intelligence, coding, or Excel skills. I will explain from the basics so that anyone can easily follow along. However, if you take up to Lv.1 or Lv.2 of the Orange Course, which is the previous level, you will be able to understand the course content more smoothly.

Q. Are there any requirements or requirements to take the course?

A. If you have never used Orange, we recommend that you learn basic usage and installation methods in advance to make the course run more smoothly.

Q. orange? Do I have to buy software separately?

A. Orange is software distributed free of charge, and 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.

Please check before taking the course!

- - Because it's a practice-oriented courseThe lecture screen and 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.6 Text and image analysis

AI data analysis without coding using Orange - Lv.6 Text and image analysis