[Information] An Era Where Business Professionals Create AI with Automated Machine Learning (AutoML)
In cases where AutoML can be utilized, it is expected that outsourcing costs and labor costs can be significantly reduced!
This document explains the reasons why one should learn "problem-solving methods using AI" without learning programming. AutoML refers to the means and concepts for automating the design and construction of machine learning models, which are the core technology of current AI. It can automate the processing (preprocessing) of data into a format usable for machine learning, the selection of machine learning algorithms, the adjustment of variables for model creation (analysis and prediction), and even the operation of models, making it possible to efficiently reduce costs. Please take a moment to read it. 【Contents (partial)】 ■ Should businesses adopt AI? ■ Positioning on the AI hype cycle ■ What are the time and costs associated with PoC? ■ AutoML allows for quick and small-scale AI implementation ■ What is machine learning? (Reference material) *For more details, please refer to the PDF document or feel free to contact us.
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**Benefits of Introducing AutoML** - By having personnel with business domain knowledge create and utilize suitable models, higher results can be expected. - It is possible to reduce the time spent in meetings with external sales representatives and data scientists, as well as the high costs, allowing for quick initiation and modification of AI model development. - Know-how in planning, developing, and operating AI can be accumulated within the company. *For more details, please refer to the PDF document or feel free to contact us.*
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Applications/Examples of results
【Examples of AutoML Utilization (Partial)】 ■ Purchase Amount Prediction for E-commerce Sites ■ Machine Failure Prediction ■ Prediction of Ride-hailing Service Fees and Analysis of Price Fluctuation Factors ■ Guest Forecasting *For more details, please refer to the PDF document or feel free to contact us.
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Our company offers the AI development platform 'MatrixFlow', which allows for machine learning and deep learning, including preprocessing, with just drag and drop. Additionally, we provide consulting services for contract development and in-house support utilizing MatrixFlow. Please feel free to contact us if you have any requests.