In this project, we acquire the acceleration and rotation of a motor using the IoT Development Board and MPU6050 sensor and then analyse the features to determine if there is an anomaly in the signals received. 

Because most of the equipment in industrial facilities is mechanical, vibration analysis is the most frequent approach for predictive maintenance programs in the industry. The working conditions of the various components of a mechanical system are determined using this approach, which involves measuring both the noise and the degree of vibrations. The equipment is chosen, the convenience of operation, and, most importantly, the capacity to understand the findings will all play a role in establishing a predictive maintenance programme. 

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Boost your career with an industry-based course in Data Science, Machine Learning, and AI provided by E&ICT Academy, IIT Guwahati, via a well-designed curriculum for Artificial Intelligence fanatics, Data Scientists, and ML Engineers. Learn in-demand skills such as natural language processing (NLP), statistical thinking, data analysis and visualization, artificial intelligence and machine learning, and more. 

Program Overview 

This Advanced Certification in Online Data Science, Machine Learning, and Edge AI with Python from E&ICT Academy, IIT Guwahati is intended to not only provide a hands-on practical approach but also to include various use cases so that students can explore practical industrial requirements and work culture. It includes expert advice for Applied Data Science and Machine Learning systems.

What benefits do you gain from this program? 

● Enhance Your Skill Set Students will wish to maintain their variety of talents by making difficult things easier to perceive with a specialized advanced certificate program. 

● Sessions of Live Interaction Students will develop critical thinking skills via active collaboration with industry experts. 

● Get Noticed by Top Hiring Firms Students will be hired by top firms for their talents and perceptive methods as a result of the high-level affirmation program. Result-driven situational choices to accelerate employability.