Post by khatunejannat on Feb 15, 2024 3:05:43 GMT -5
We have historically, with the intention that when we present new data it can give us an estimate. Unlike other methodologies such as physical problem modeling, they do not require the programmer to know the problem and faithfully reproduce it using physical simulators and numerical models. An example? Let's imagine that we work on a production line and that the last step of the assembly line is to pass the part through an oven for several hours. This last step is the slowest and represents the main bottleneck in the production process, in addition to the fact that the oven also requires a large amount of energy and is an important part of the production costs. This process of passing the piece through the oven is very delicate, since some pieces when they leave the oven have deficiencies such as cracks, false castings, etc. which means that they have to be discarded in the final quality process. What if we could predict if a part is going to be defective before it goes into the oven? Many hours could be saved in the use of the oven, raw materials, hours of personnel.
A decision model can decide whether the part will come out well or not after passing through the oven based on different Hong Kong Email List measurements of the part. That is a Machine Learning model that has been trained with data from thousands of previous parts that have gone well and badly, and has learned to discern what combination of parameters will cause the part to go wrong. The programmer, the operator or the user does not have to know the logic behind the model decision, nor even understand what are the causes that cause those parameters to make the part come out good or bad in the end. The model simply “learns” it from the data we have provided. An ideal course to get started with Big Data This course is intended to be an introduction to all these topics, in which the main techniques, the theory behind them, and the services and applications in which they are used in real life will be presented.
In some cases, commercial products or services that implement these technologies are named, as well as companies that provide these services, so that the student can identify when some techniques or others are used, so that they can make the correct decisions in the exercise of their professional life in Industry 4.0. SEAS Open Higher Studies. Request information.If you liked this interesting article about our training in Big Data and Machine Learning, you can see course information at the following link . In addition, SEAS teaches the Master of Industry 4.0 online so that you can learn about all the technologies linked to the industrial transformation of the production model. On the other hand, if you have come to this post on our blog because of your interest in computing, we encourage you to visit our website and see the information about the different courses we have for you . You can request information without obligation from any of them and our advisors will give you all the information you need.
A decision model can decide whether the part will come out well or not after passing through the oven based on different Hong Kong Email List measurements of the part. That is a Machine Learning model that has been trained with data from thousands of previous parts that have gone well and badly, and has learned to discern what combination of parameters will cause the part to go wrong. The programmer, the operator or the user does not have to know the logic behind the model decision, nor even understand what are the causes that cause those parameters to make the part come out good or bad in the end. The model simply “learns” it from the data we have provided. An ideal course to get started with Big Data This course is intended to be an introduction to all these topics, in which the main techniques, the theory behind them, and the services and applications in which they are used in real life will be presented.
In some cases, commercial products or services that implement these technologies are named, as well as companies that provide these services, so that the student can identify when some techniques or others are used, so that they can make the correct decisions in the exercise of their professional life in Industry 4.0. SEAS Open Higher Studies. Request information.If you liked this interesting article about our training in Big Data and Machine Learning, you can see course information at the following link . In addition, SEAS teaches the Master of Industry 4.0 online so that you can learn about all the technologies linked to the industrial transformation of the production model. On the other hand, if you have come to this post on our blog because of your interest in computing, we encourage you to visit our website and see the information about the different courses we have for you . You can request information without obligation from any of them and our advisors will give you all the information you need.