[ANN] Decentralized Machine Learning

[Brushan]

Hey there! Can someone tell me the difference between decentralized and centralized machine learning algorithms?  I understand that decentralization is a trend, but I need to know more.

Decentralization helps to save a big amount of data. This data will be always accessible, but encrypted and stored on special nodes. When the system centralized data is kept in one place and it won’t be accessible in case of force majeure.

Ok. It is clear. Is it the only thing that is different between those two kinds of system organization?

If you are interested in DML, then I can explain it to you on DML example. This system connects millions of mobile phones or other devices all over the world, so it can help to develop some new ideas from periphery.

I don’t get it. What do you want to say? It is a strange conclusion.   

Why? Look, to create something new you need resources. If you don’t work in a big company or something like this, you don’t have access to these resources. DML offers another way of algorithm development. Every developer can use that data that he/she needs to improve their algos

It is interesting. I think I understand what you want to say. Also, DML offers a free market for those algorithms that will be created thanks to shared data.

Yes, you are right. Users can cooperate with others users. There is no boss in the system, so this is the main plus for decentralization. Also, there are many technical details that are advantages of decentralization.

[hobopete]

Hey there! Can someone tell me the difference between decentralized and centralized machine learning algorithms?  I understand that decentralization is a trend, but I need to know more.

Decentralization helps to save a big amount of data. This data will be always accessible, but encrypted and stored on special nodes. When the system centralized data is kept in one place and it won’t be accessible in case of force majeure.

Ok. It is clear. Is it the only thing that is different between those two kinds of system organization?

If you are interested in DML, then I can explain it to you on DML example. This system connects millions of mobile phones or other devices all over the world, so it can help to develop some new ideas from periphery.

I don’t get it. What do you want to say? It is a strange conclusion.   

Why? Look, to create something new you need resources. If you don’t work in a big company or something like this, you don’t have access to these resources. DML offers another way of algorithm development. Every developer can use that data that he/she needs to improve their algos

It is interesting. I think I understand what you want to say. Also, DML offers a free market for those algorithms that will be created thanks to shared data.

Yes, you are right. Users can cooperate with others users. There is no boss in the system, so this is the main plus for decentralization. Also, there are many technical details that are advantages of decentralization.

I agree with you. I will read their website to get more info about these details. I think it will be so useful to understand the system.

[Brushan]

Hey there! Can someone tell me the difference between decentralized and centralized machine learning algorithms?  I understand that decentralization is a trend, but I need to know more.

Decentralization helps to save a big amount of data. This data will be always accessible, but encrypted and stored on special nodes. When the system centralized data is kept in one place and it won’t be accessible in case of force majeure.

Ok. It is clear. Is it the only thing that is different between those two kinds of system organization?

If you are interested in DML, then I can explain it to you on DML example. This system connects millions of mobile phones or other devices all over the world, so it can help to develop some new ideas from periphery.

I don’t get it. What do you want to say? It is a strange conclusion.   

Why? Look, to create something new you need resources. If you don’t work in a big company or something like this, you don’t have access to these resources. DML offers another way of algorithm development. Every developer can use that data that he/she needs to improve their algos

It is interesting. I think I understand what you want to say. Also, DML offers a free market for those algorithms that will be created thanks to shared data.

Yes, you are right. Users can cooperate with others users. There is no boss in the system, so this is the main plus for decentralization. Also, there are many technical details that are advantages of decentralization.

I agree with you. I will read their website to get more info about these details. I think it will be so useful to understand the system.

I think it’d be better to read the white paper, or their social media accounts. It will be much more informative for you.

[Tobius]

Can data owners choose that data that they will share, or it isn’t possible in this system? I am very interested in this question.

[mothermole1]

Can data owners choose that data that they will share, or it isn’t possible in this system? I am very interested in this question.

Yes, of course. You can choose that data that you want to share with DML community. I think it is good, but unnecessary for real.

[Tobius]

Can data owners choose that data that they will share, or it isn’t possible in this system? I am very interested in this question.

Yes, of course. You can choose that data that you want to share with DML community. I think it is good, but unnecessary for real.

Why do think so? There are many people, who don’t want to do that. Private information is a dangerous thing in our time.

[mothermole1]

Can data owners choose that data that they will share, or it isn’t possible in this system? I am very interested in this question.

Yes, of course. You can choose that data that you want to share with DML community. I think it is good, but unnecessary for real.

Why do think so? There are many people, who don’t want to do that. Private information is a dangerous thing in our time.

DML offers total security of your data, because they don’t use exactly private data. They use summarized data. It is a guarantee of anonymity for each data owner.

[Tobius]

Can data owners choose that data that they will share, or it isn’t possible in this system? I am very interested in this question.

Yes, of course. You can choose that data that you want to share with DML community. I think it is good, but unnecessary for real.

Why do think so? There are many people, who don’t want to do that. Private information is a dangerous thing in our time.

DML offers total security of your data, because they don’t use exactly private data. They use summarized data. It is a guarantee of anonymity for each data owner.

It makes sense. I hope they will really provide security to this system. It is I think very important for their success

[mothermole1]

Can data owners choose that data that they will share, or it isn’t possible in this system? I am very interested in this question.

Yes, of course. You can choose that data that you want to share with DML community. I think it is good, but unnecessary for real.

Why do think so? There are many people, who don’t want to do that. Private information is a dangerous thing in our time.

DML offers total security of your data, because they don’t use exactly private data. They use summarized data. It is a guarantee of anonymity for each data owner.

It makes sense. I hope they will really provide security to this system. It is I think very important for their success

You are right. That’s why the system is decentralized. Someone already said about decentralization advantages. Also, you can read a great article about it.

[Tobius]

Can data owners choose that data that they will share, or it isn’t possible in this system? I am very interested in this question.

Yes, of course. You can choose that data that you want to share with DML community. I think it is good, but unnecessary for real.

Why do think so? There are many people, who don’t want to do that. Private information is a dangerous thing in our time.

DML offers total security of your data, because they don’t use exactly private data. They use summarized data. It is a guarantee of anonymity for each data owner.

It makes sense. I hope they will really provide security to this system. It is I think very important for their success

You are right. That’s why the system is decentralized. Someone already said about decentralization advantages. Also, you can read a great article about it.

Yes, I read those comments. What article do you mean?

[mothermole1]

Can data owners choose that data that they will share, or it isn’t possible in this system? I am very interested in this question.

Yes, of course. You can choose that data that you want to share with DML community. I think it is good, but unnecessary for real.

Why do think so? There are many people, who don’t want to do that. Private information is a dangerous thing in our time.

DML offers total security of your data, because they don’t use exactly private data. They use summarized data. It is a guarantee of anonymity for each data owner.

It makes sense. I hope they will really provide security to this system. It is I think very important for their success

You are right. That’s why the system is decentralized. Someone already said about decentralization advantages. Also, you can read a great article about it.

Yes, I read those comments. What article do you mean?

Here is the link.
https://medium.com/decentralized-machine-learning/centralized-or-decentralized-value-proposition-of-dml-on-device-machine-learning-6bbbf22898cc

[Tobius]

Can data owners choose that data that they will share, or it isn’t possible in this system? I am very interested in this question.

Yes, of course. You can choose that data that you want to share with DML community. I think it is good, but unnecessary for real.

Why do think so? There are many people, who don’t want to do that. Private information is a dangerous thing in our time.

DML offers total security of your data, because they don’t use exactly private data. They use summarized data. It is a guarantee of anonymity for each data owner.

It makes sense. I hope they will really provide security to this system. It is I think very important for their success

You are right. That’s why the system is decentralized. Someone already said about decentralization advantages. Also, you can read a great article about it.

Yes, I read those comments. What article do you mean?

Here is the link.
https://medium.com/decentralized-machine-learning/centralized-or-decentralized-value-proposition-of-dml-on-device-machine-learning-6bbbf22898cc

Thank you. Yes, it is great. Team is really working hard. They always think about DML community. There always useful and understandable information.

[mothermole1]

Can data owners choose that data that they will share, or it isn’t possible in this system? I am very interested in this question.

Yes, of course. You can choose that data that you want to share with DML community. I think it is good, but unnecessary for real.

Why do think so? There are many people, who don’t want to do that. Private information is a dangerous thing in our time.

DML offers total security of your data, because they don’t use exactly private data. They use summarized data. It is a guarantee of anonymity for each data owner.

It makes sense. I hope they will really provide security to this system. It is I think very important for their success

You are right. That’s why the system is decentralized. Someone already said about decentralization advantages. Also, you can read a great article about it.

Yes, I read those comments. What article do you mean?

Here is the link.
https://medium.com/decentralized-machine-learning/centralized-or-decentralized-value-proposition-of-dml-on-device-machine-learning-6bbbf22898cc

Thank you. Yes, it is great. Team is really working hard. They always think about DML community. There always useful and understandable information.

Yep, that’s right. I hope they will continue the same work. Good luck, guys!

[Seidr]

The project is very in demand nowadays. Every day I am convinced of this fact. I really like the project

[skovbitcoin]

The project is very in demand nowadays. Every day I am convinced of this fact. I really like the project

How do you convince yourself of this? What data do you refer to when you say that the project is very demanded? Tell me, please

[Seidr]

The project is very in demand nowadays. Every day I am convinced of this fact. I really like the project

How do you convince yourself of this? What data do you refer to when you say that the project is very demanded? Tell me, please

Every day on the forum, the project has a lot of new users, I think this is due to the fact that so many people are interested in this topic.

[skovbitcoin]

The project is very in demand nowadays. Every day I am convinced of this fact. I really like the project

How do you convince yourself of this? What data do you refer to when you say that the project is very demanded? Tell me, please

Every day on the forum, the project has a lot of new users, I think this is due to the fact that so many people are interested in this topic.

I also noticed that the number of participants increases every day. This is a very good indicator, I'm sure

[Seidr]

Where can I find detailed information about the project and its team? I searched for a long time, but could not find a detailed description of the project, and in particular of his team.

[skovbitcoin]

Where can I find detailed information about the project and its team? I searched for a long time, but could not find a detailed description of the project, and in particular of his team.

Have you looked at the first page on the forum? There's a lot of information. Look carefully, I'm sure you can find any information regarding your questions

[Seidr]

Where can I find detailed information about the project and its team? I searched for a long time, but could not find a detailed description of the project, and in particular of his team.

Have you looked at the first page on the forum? There's a lot of information. Look carefully, I'm sure you can find any information regarding your questions

Yes, I watched, you are right there a lot of information, I found answers to my questions about the project itself, but not about the team