The understanding and use of time series data and correlation analysis can be completed easily and quickly with the AI analysis tool Orange!

Orange data analysis course with only an effective curriculum

This is a great opportunity to unleash the potential of your data that you never knew existed!

Concepts and examples of time series data and associated rules, and related techniques can be made simpler and easier with Orange.

— The best course for practitioners who want to gain business insights through data

— Basic concepts of time series data and models/correlation analysis and various practical examples of applying them

— A rich explanation of how to put learning theories into practical use

Everyone wants it, but nobody can,

Seize the opportunity to use data to achieve better results!

This is the final course where you can appreciate the value of data analysis in real business situations.

AI Data Analysis without coding - Lv.7 Time Series Analysis and Related Rules Curriculum Features

This is a core course that uses Orange to learn the concepts and uses of time-series data and correlation analysis, and suggests ways to derive business insights.

1. Understand the basic concepts and characteristics of time series data

Explain basic characteristics of time series data, such as time-independent variables and autocorrelation, and learn about normal and abnormal data in the process of analyzing them

2. Data pattern analysis through time series decomposition

Practice how to systematically analyze data by decomposing elements such as trendiness, seasonality, circularity, and white noise that make up time series data

3. Basic principles and practices of time series forecasting models

Practice how to learn and apply time-series prediction models such as autoregressive models (AR) and moving average models (MA) in practice

4. Vector autoregression (VAR) and ARIMA model training

Practice the process of analyzing multivariate time series data using the VAR model and predicting future data patterns using the ARIMA model

5. Learn basic concepts and application examples of correlation analysis

Learn how to calculate metrics such as support, reliability, and improvement from the basics of the Marriori algorithm

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. Sign up for a course

2. Follow the instructor and try using Orange

3. Improve performance with time series data/correlation analysis

3 STEP TO SUCCESS, NOW IS YOUR TURN

I learn something like this!

Enhancing data prediction capabilities with ARIMA models

Data differentiation makes it easy to view even complex time series data

Apply a customized recommendation system with correlation rule analysis

Practice time series data analysis using the moving average method

Using data properly is now an essential strategy.

Take this course now and use data to take your business to the next level!

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 make practical use of time series data and correlation analysis

— 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

Data analysis is no longer a field unrelated to you.

If you want to predict future data and derive effective results without coding skills, take this course right now.

Course features

STEP 1. Learn how to understand the flow of data from the basics of time series data

Practice systematic data analysis methods through basic concepts and key elements of time series data

STEP 2. Predictive practice using autoregressive and moving average models

Acquire the ability to visualize time series data and predict the future through various predictive models

STEP 3. Learn how correlation analysis uncovers hidden relationships between data

An important basic exercise in identifying correlations between data and building a customized recommendation system through correlation analysis techniques

STEP 4. Data-based predictive capabilities and enhanced decision-making capabilities through this

Learn everything from the basics to how to use time series forecasting and related rules analysis, and share how to apply them in practice

Data is a critical factor in setting the direction of a business.

Data is an object that must be processed through technology, not technology itself.

Have you been putting off studying data analysis? It's not too late!

Use data now to seize better opportunities.

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.7 Time series analysis and correlation rules

AI data analysis without coding using Orange — Lv.7 Time series analysis and correlation rules