Answer:
Correlation does not prove causation
Explanation:
Correlation and causation are the two terms that are mostly confused and used interchangeably used. These terms are often misunderstood by people. It is very important to know that these terms are used for the conclusion. So that person has to make understand what is the correct meaning of these two terms. Correlation does not imply causation. It is very important to understand this term. Correlation is basically about the two variables. It tells how the two variable is linearly related to each other and change together. It does not tell about how it is related but it tells about the relationship between the variables. Causation is a little bit more than a correlation. It tells about change in one variable that will cause a change in another variable.
Answer:
better maps show the directions of ocean currents and lines of latitude. Inventions like the astrolabe and magnetic compass improve navigation.
Explanation:
<span>He would be called an ecologist. And the study of ecosystems is called ecology
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Our decentralized sparse training technique, which requires that each local model in Dis-PFL only maintain a set number of active parameters during the whole local training and peer-to-peer communication process, substantially reduces communication and computation costs.
<u>What is DisPFL?</u>
- It is suggested that personalized federated learning be used to address the issue of data heterogeneity among clients by developing unique, locally adapted models specifically for each user.
- But because existing works are frequently constructed in a centralized manner, there is a great deal of communication pressure and vulnerability in the event that the central server is attacked or fails.
- Using a decentralized (peer-to-peer) communication protocol called Dis-PFL, we offer a unique personalized federated learning framework in this study that uses personalized sparse masks to tailor sparse local models on the edge.
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What is Communication?</u></h3>
- Every communication has a sender, a message, and a recipient at a minimum. Although it might seem straightforward, communication is actually a very complicated topic.
- There are a wide variety of factors that can influence how a message is transmitted from the sender to the recipient.
- These include our feelings, the surrounding cultural context, the communication method, and even our geographic location.
- Accurate, effective, and unambiguous communication is actually very difficult, which is why companies all over the world place such a high value on these abilities.
Detailed tests show that Dis-PFL dramatically reduces the communication bottleneck for the busiest node among all clients while also achieving improved model accuracy with lower computation costs and communication rounds.
Know more about communication with the help of the given link:
brainly.com/question/26152499
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