You will learn various analytical methods necessary to build predictive models according to the representative methodology of data mining, "CRISP-DM."
We recommend that you prepare a PC capable of installing software during the course. By having a PC ready, you can learn by installing the software and confirming it hands-on while following the screen explanations. By taking this course, you will feel closer to data analysis than ever before. ■ Learning Objectives - Be able to explain the basic processes of data mining. - Be able to explain fundamental data mining techniques such as multivariate analysis, cluster analysis, and decision tree analysis. ■ Target Audience - Those who need or want to be responsible for analytics in data utilization projects. - Those who believe they need to understand what actual model building entails. - Those who want to systematically learn the methods of predictive modeling. - Those who will be taking the "Practical Edition of Learning through Machine Learning Case Studies." ■ Prerequisites - Understanding of linear equations (y=f(x)). - Ability to install software. - Understanding of basic statistical measures such as mean, variance, and standard deviation.
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basic information
■Contents 1. Overview of Data Mining 2. Understanding Data 3. Data Preparation 4. Modeling 5. Evaluation and Deployment ■We will use your information within the scope of the purpose of use, with your agreement to the contents described in "Regarding Personal Information Protection." - Regarding Personal Information Protection https://www.hitachi-ac.co.jp/utility/privacy/ - Purpose of Use 1. Information on events, seminars, and product/service offerings 2. Use for sales information regarding our services and campaigns via email *Please feel free to contact us. *Please refer to the Digital Transformation (DX) course curriculum. *Please refer to the Manufacturing course curriculum. *Also, please take a look at our company brochure.
Price information
¥39,600 (including tax)
Price range
P2
Delivery Time
P1
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Applications/Examples of results
[Please be sure to check before applying] - Regardless of the start date, the learning completion date will be September 30. - This is a type of e-learning that progresses with explanations through a description screen and explanatory audio (synthesized voice and instructor voice). (Since the explanatory audio will be displayed as subtitles, you can learn even without an audio playback environment.) - This course is provided by Lightworks Inc. - Personal information of the participants necessary for the course implementation will be provided to Lightworks Inc. - This course requires a computer and internet environment as it is an online training. - Please be sure to check the learning environment before applying. Additionally, the email addresses of both the participants and the person responsible for the application are required for use.
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Company information
With the three pillars of "Consulting," "Training," and "Training Management," we provide comprehensive support for our clients' human resource development. For many years, we have been committed to offering effective and efficient training, as well as highly specialized training, utilizing IT. Moving forward, we will consolidate and integrate the achievements (strengths) of our training institutions to expand and enhance training services that respond to trends in society across various fields, including IT, OT*, and management/business. *OT: Operational Technology (Control and Operational Technology) *Manufacturing Training System https://www.hitachi-ac.co.jp/service/opcourse/theme/making.html