A quick query... Considering the example scenario explained, lets assume the data-scientist at education loan department didn't pay attention and the weight updates being sent to the central federator was bad, wouldn't it impact the models of other loan departments ? How would such scenarios be handled ?
If you have right evaluation processes in place, this issue will be caught eventually. Usually central model should perform better than individual ones and having careful evaluation as well as human testing and feedback will catch this. Also when individual model updates are being sent, that code should be reviewed thoroughly, there should be automated testing in place which will further reduce the possibility of such an event happening!
Amaaaazing channel!!!!!!!!! do you have videos related to cyber security and machine learning? We would like to have playlist in this field!! Thanks for this amazing work.
What?? We don't have anyone making paid comments my friend! Every single comment on this channel is genuine. Now of course I don't have the power of controlling people's perception so it's up to you.
@@codebasics You can waist your precious time on people who have to get a life ! He should get a life. Anyway, Thanks for your comment.yeah I am watching and almost done with that playlist. Thanks for sharing this for free!
Hello, codebasics and anyone who can help me I am a first-year college dropout from an arts background, but I've recently developed a strong interest in data science. This interest isn't driven solely by the potential for a high salary; I genuinely enjoy learning about the field. However, I'm concerned about my lack of a formal degree or education in this area. Is it possible to secure a job in data science without a degree? Given that my educational background doesn't align with this field, I'm unsure if pursuing data science is a viable path for me. I consider myself a fast learner, but I'm curious about the challenges I might face in finding a job in data science without formal qualifications. Should I continue to explore this field, or would it be more practical to look for a different career path?
I interviewed a person who got a job as an ML engineer after 12th. That person didn't even go to college and got a job in Bengaluru recently. Please watch that video, you will get tips on how to prepare for an AI career without a formal degree. It is certainly possible but will require a lot of hard work and you need to stand out from the competition but building a strong online credibility
IIt’s been really helpful in deepening my understanding.If possible, could you make more videos on this topic? It would be greatly appreciated!
This is so helpful if your Domain interest is in financial with you mastery in Machine Learning
Please make a video of how to use Zappier 😅
Thank you for this thoughtful video. Doing a great Job. Keep it up.
Thank you for the explaining
amazing explanation 🎉 love from Finland
Sir can u make a video on use case of Federated Learning in Diabetes Prediction
simple and crisp
Love the video. Thanks Dhaval for bringing it.
This is great content! Many kudos from Flower Labs 🌻We'd be happy to support you and showcase code and example for federated learning.
Simply wonderful sir
A quick query... Considering the example scenario explained, lets assume the data-scientist at education loan department didn't pay attention and the weight updates being sent to the central federator was bad, wouldn't it impact the models of other loan departments ? How would such scenarios be handled ?
If you have right evaluation processes in place, this issue will be caught eventually. Usually central model should perform better than individual ones and having careful evaluation as well as human testing and feedback will catch this. Also when individual model updates are being sent, that code should be reviewed thoroughly, there should be automated testing in place which will further reduce the possibility of such an event happening!
Amazing! There is a question how federated learning is related to machine learning and deep Learning ?
Federated learning is a general approach or a solution design that can be applied to both statistics ML as well as deep learning
Amaaaazing channel!!!!!!!!! do you have videos related to cyber security and machine learning? We would like to have playlist in this field!! Thanks for this amazing work.
That's how paid comments looks like😂
@@omkaramale i don’t get you, who can pay for me?
What?? We don't have anyone making paid comments my friend!
Every single comment on this channel is genuine. Now of course I don't have the power of controlling people's perception so it's up to you.
Reem. We have a machine learning playlist. We don't have any videos on cyber security
@@codebasics You can waist your precious time on people who have to get a life ! He should get a life.
Anyway, Thanks for your comment.yeah I am watching and almost done with that playlist.
Thanks for sharing this for free!
hello sir .can you please make a course on DSA in python with practise problems and a course which helps in cracking job interviews
hey which software do you use to make this presentation
Good info
Hello, codebasics and anyone who can help me
I am a first-year college dropout from an arts background, but I've recently developed a strong interest in data science. This interest isn't driven solely by the potential for a high salary; I genuinely enjoy learning about the field. However, I'm concerned about my lack of a formal degree or education in this area.
Is it possible to secure a job in data science without a degree? Given that my educational background doesn't align with this field, I'm unsure if pursuing data science is a viable path for me.
I consider myself a fast learner, but I'm curious about the challenges I might face in finding a job in data science without formal qualifications. Should I continue to explore this field, or would it be more practical to look for a different career path?
I interviewed a person who got a job as an ML engineer after 12th. That person didn't even go to college and got a job in Bengaluru recently. Please watch that video, you will get tips on how to prepare for an AI career without a formal degree. It is certainly possible but will require a lot of hard work and you need to stand out from the competition but building a strong online credibility
@@codebasicscan you please share the link? I also want to watch the video.
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