"IoT+AI Learning Kit" Anomaly Detection Course, Image Recognition Course
KED-IA101-T IoT + AI Learning Kit Abnormal Sound Diagnosis and Analysis KED-IA101-G Image Recognition and Analysis
This is a self-study material. It frees you from the hassle of training young employees in companies and creating teaching materials for teachers. Inquiries for online training before implementation are accepted at any time!
This is ideal for corporate training for new employees, industrial high schools, technical colleges, and university AI education. The "IoT + AI Learning Kit" uses the widely utilized single-board computer "Raspberry Pi 4 and 5" as teaching materials, allowing users to experience the application of AI in IoT sensor systems. It teaches AI and machine learning techniques applicable to factory anomaly detection systems using image and acoustic sensors, as well as image recognition. Please use it as the first step towards practical application learning. 【Features】 - Self-study AI learning is possible - Q&A via the web is available - Learning kit utilizing Raspberry Pi 4 (Raspberry Pi 5 under verification) and cloud APIs - Usable for training young employees and students - Contributes to the promotion of DX (Digital Transformation) - Since it is developed in-house, implementation seminars and follow-up support can also be provided - Supervised by Akira Fukuda, Professor Emeritus at Kyushu University The current IoT + AI teaching materials, supervised by him, provide a consistent learning experience from basic to applied and practical levels, making it an easy-to-understand and excellent teaching material for beginners.
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basic information
Promoting the DX transformation of the industrial and manufacturing sectors! This is an AI introductory learning kit utilizing IoT devices. Supervised by: Akira Fukuda, Emeritus Professor, Kyushu University <Social Utility> In various industries, the trend of promoting DX using data science is growing significantly. For students who will lead the next generation, acquiring knowledge of AI and machine learning is also important. This product is structured for practical use and allows learning and experiencing "anomaly detection," which is a key focus in the DX of production sites. It is particularly suitable for students aiming for careers in manufacturing. <Market Potential and Future Prospects> This product is suitable for training new employees in companies and for introductory AI learning in technical high schools, junior colleges, and universities. The utilization of AI and IoT is advancing increasingly, and the market for this product is expected to expand accordingly. *Raspberry Pi is a registered trademark of the Raspberry Pi Foundation. *An introductory course on "Basics of Networking and Security" is also offered. Please refer to the materials for details. Feel free to contact us with any inquiries.
Price information
- IoT + AI Learning Kit Voice Recognition Version ¥150,000 AI introductory voice recognition using IoT device (Raspberry Pi 4B 8GB) - IoT + AI Learning Kit Image Recognition Version ¥200,000 AI introductory image recognition using IoT device (Raspberry Pi 4B 8GB) - Careful online education 1 session 3 hours ¥150,000 - Careful face-to-face education 1 session 6 hours ¥200,000 plus transportation costs
Price range
P3
Delivery Time
P4
※The delivery time may vary depending on the quantity, so please feel free to contact us.
Applications/Examples of results
It is widely adopted as educational material from corporate training for newcomers to industrial high schools, technical colleges, and universities. Please feel free to consult us when considering implementation. 1. Overview of AI (Artificial Intelligence) History of AI / Three Major Classifications of AI / Third AI Boom / Overall Picture of AI Technology / Machine Learning / Learning and Inference / Overfitting / Neural Networks / Mechanism of Learning / Deep Learning / Tools / Cloud Services 2. Basics of Mathematics Variables, Constants, Functions / Linear Algebra / Calculus / Probability and Statistics 3. Basics of Python Libraries / Operators, Control Statements, Functions / Data Handling 4. Anomaly Detection and Machine Learning What is Anomaly Detection / Use of Deep Learning in Anomaly Detection / Autoencoders / Mechanism of Anomaly Detection Using Autoencoders 5. Practical Implementation of Anomaly Detection Systems Practical Deep Learning Using Audio Data Overview of the System / Construction Steps / Files Used in Exercises Data Collection for Learning / Execution of Learning Process / Application of Trained Models / Execution of Inference Process
Detailed information
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Introduction to AI using IoT Devices [Anomaly Detection using Audio Data] / [Practical Image Recognition System] 1. Overview of AI (Artificial Intelligence) History of AI / Three Major Classifications of AI / Third AI Boom / Overall Picture of AI Technology / Machine Learning / Learning and Inference / Overfitting / Neural Networks / Mechanism of Learning / Deep Learning / Tools / Cloud Services 2. Fundamentals of Mathematics Variables, Constants, Functions / Linear Algebra / Differentiation / Probability and Statistics 3. Basics of Python / Basics of Machine Learning Libraries / Operators, Control Statements, Functions / Data Handling / Basics of Machine Learning and Fundamentals of Deep Learning 4. Anomaly Detection and Machine Learning Overview of a Practical System for Deep Learning using Audio Data / Construction Procedure / Data Collection for Learning using Files for Exercises / Execution of Learning Process / Application of Trained Model / Execution of Inference Process Image Recognition USB Camera Module / Machine Learning for Image Recognition - Image Recognition and Machine Learning Acquisition of Basic Techniques for Image Recognition using Machine Learning - Practical Image Recognition System Practical Exercises in Deep Learning using Actual Image Data System Construction Inference Execution Body
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Scenes from practical training at a technical high school.
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IoT + AI Learning Kit Catalog
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IoT + AI Learning Kit Text.
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Text Table of Contents
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What is machine learning?
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What is a tentacle?
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Slope of the graph
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Matrix
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Company information
- Sales/installation/consulting of network equipment - Sales of measuring instruments - Rental of electronic devices, sales of used measuring instruments - Software/hardware development and manufacturing - Educational materials: robotic arms, real-time OS programming learning - Introduction to AI using IoT devices (sensors) (optimal as a practical material for implementing "anomaly detection" using AI) - Security educational materials - Security-related software: DDoS, EDR, authentication, etc.