Is a PhD worth it in machine learning? : MachineLearning
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COMMENTS
Is a PhD worth it in machine learning? : r/MachineLearning
marshallp. • 13 yr. ago. (In the case of starting a company) If you want to start a company and get funded down the line, a phd in machine learning/cs would be more desirable for venture capitalists. However, if you a really resourceful, great coder, great salesperson, a phd probably isn't worth it. 6.
[D] Is a PhD in ML worth it if one doesn't plan on becoming ...
I'm currently working on my thesis and my advisor straight up suggested for me to continue with a PhD in ML. I've read various opinions online. Some say a PhD will only give you precious knowledge on the topic to continue your career as a researcher/professor and it's not worth it if you plan on working in the industry.
[D] How important is a PhD for industry? : r/MachineLearning
It was a machine learning engineer role in robotics R&D, mainly government contracts (Japan). Mostly CV and NLP problems. I just saw the job posting, which said "PhD preferred", on some job site and applied anyway. At the interviews I showed them some of the projects I'd built at home and apparently talked the talk well enough to get the job.
Is a Ph.D. in Machine Learning worth it nowadays, and why? : r ...
Your average ML engineer only marginally outearns the average SWE, and competition for the roles is much higher. if your goal is to have more opportunities in the job market then no, do not get a phd. if your goal is to push the limits of human knowledge for no great and clear reward than yes, get your phd.
[D] Doing a PhD is not worth it unless exception circumstances ...
Judging a machine learning PhD's worth by whether or not you're able to make big bucks in a research role is like saying that the only point of research is to become a tenured professor. It's a falsely limiting view that leads to bottlenecks of very talented people being unhappy and wasting themselves chasing oversold endpoints.
What are the job prospects like for someone with a machine learning PhD
I applied to schools ranked between 30 and 70 for my research area and was rejected from all of them. I still want to do a PhD, but what are the realistic job prospects of someone graduating with a PhD from a department with that kind of rank compared to a master's degree from a school ranked about 50th?
[D] PhD? : r/MachineLearning
As long as you have a Bachelors and demonstrable skills, PhD becomes very irrelevant in industrial settings. It is not useless but it is definitely not the optimal path. There are many Managers with Masters who run teams of PhDs and are even higher leadership roles. And for #3, PhD is not for figuring out what you want.
Master's Degree in ML/AI worth it in 2023? : r ...
Skip the Masters and go for a PhD in Robotics. ML/AI is very mainstream now, doing a Masters in ML is not going to give you a sig advantage. A PhD in ML will give you an advantage. But the future is Robotics, that's the new frontier. Reply reply. Alternative-Yak-832. •. and a phd will take 6 year min. Reply reply.
is it worth it?? : r/PhD
So whether its worth it thats up to you. My phd is financially viable for me and ensures a high paying job whefe ever i go so for me its very worth it. You will hear people say its for the love if learning. I will tell u though you love of learning pales in comparison to ur love of not being homeless and paying ur bills.
Should You Take A PhD In Machine Learning?
A PhD in machine learning places you at the forefront of academic research for the advancement of specific fields that have the potential to project humanity a bit further into a desirable future for all. The research results from PhD holders, presented during or after their PhD have impacted industries around the globe.
What are the potential pitfalls of having a PhD in machine learning?
The BS has probably never heard of machine learning or taken a class. The MS may have one class worth of experience in machine learning. It would be quite rare for an MS to have work experience with machine learning as well. The PhD has dedicated a significant amount of time in machine learning.
Machine Learning Career: Pros and Cons of Having a PhD
A PhD may command a slightly higher salary initially, and may be required for a position in a research lab (whether private or government-operated). But for many positions, it may not bring an advantage. Corporate work can be mundane and fast-paced, and the search for perfect algorithms is discouraged, as it hurts ROI.
Is a PhD in Machine Learning Right for You?
A PhD is a long journey, but the rewards are worth it! Now go, conquer those ML puzzles! …see more. Like. Like. Celebrate. Support. ... This is no different for a PhD in machine learning. If ...
[R] What are areas of research in AI that I can look into for ...
Related Machine learning Computer science Information & communications technology Applied science Formal science Technology Science forward back r/MachineLearning ml. Beginners please see learnmachinelearning
Is Getting a Ph.D. in Artificial Intelligence Worth It?
In that case, a doctorate in AI may be worth the investment: The World Economic Forum predicts AI could create 97 million jobs by 2025, increasing job availability and driving up demand for skilled workers. AI-related roles for Ph.D.s pay an average salary of $115,000 and up to $279,000, according to limited 2024 Payscale data.
PhD Program in Machine Learning
The Machine Learning (ML) Ph.D. program is a fully-funded doctoral program in machine learning (ML), designed to train students to become tomorrow's leaders through a combination of interdisciplinary coursework, and cutting-edge research. Graduates of the Ph.D. program in machine learning are uniquely positioned to pioneer new developments in the field, and to be leaders in both industry and ...
Machine Learning PhD
A machine learning PhD is a good preparation for this because it gives you the technical background and credibility with other policy people. ... There is a lot of overlap between machine learning and statistics, so it's worth applying to statistics departments that do machine learning work, although a machine learning PhD is still preferable ...
Is it Still Worth Getting a Machine Learning Degree?
These days, many machine learning positions in US offer salaries well under $100k per year especially for beginners. Many still offer over $200k, but usually require specialized experience, and typically not what you would learn in school. Engineers are in higher demand than scientists, further casting doubts on the value of a PhD.
[D] Academic ML Labs: How many GPUS
So you end up having to rewrite it to support using multiple machines with maybe a GPU or 2 each. Alot of machine learning engineers don't understand how to write training loops to handle elastic agents, unbalanced batch sizes, distributed processing, etc. to make use of every scrap of performance on the machine.
Is a PhD worth it? : academia
Doing a PhD will rob you of the experience of having money pretty early in life, and that is a dealbreaker for some (no judgement, there is no right or wrong answer). The job market for PhDs is no longer a "sure thing" that guarantees you wealth/tenure later in life. I got my PhD in a roughly comparable field- I did it mostly because I wanted ...
Are specialization courses on deeplearning.ai worth it? : r ...
I am not that new to Machine Learning / Deep Learning(have taken ML course at Uni before) but I want to know if all these specialization courses on the website are worth spending my time. I am currently planning to start on Machine Learning Specialization because many people on online seems to suggest that course.
Breaking into Industry ML/AI Research Without a PhD
Feb 26, 2022. 13. I am currently an Applied Scientist who is doing full-time machine learning (ML) research at Amazon without a PhD. I get to work on intellectually difficult problems with strong ...
Is a Master's in Machine Learning Worth It? Pros and Cons
Advantages of Getting a Master's Degree in Machine Learning. 3.1. Enhanced ResumeOne of the biggest advantages of obtaining a master's degree in machine learning is the boost it provides to your resume. In a competitive job market, having a specialized qualification sets you apart from other candidates.
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COMMENTS
marshallp. • 13 yr. ago. (In the case of starting a company) If you want to start a company and get funded down the line, a phd in machine learning/cs would be more desirable for venture capitalists. However, if you a really resourceful, great coder, great salesperson, a phd probably isn't worth it. 6.
I'm currently working on my thesis and my advisor straight up suggested for me to continue with a PhD in ML. I've read various opinions online. Some say a PhD will only give you precious knowledge on the topic to continue your career as a researcher/professor and it's not worth it if you plan on working in the industry.
It was a machine learning engineer role in robotics R&D, mainly government contracts (Japan). Mostly CV and NLP problems. I just saw the job posting, which said "PhD preferred", on some job site and applied anyway. At the interviews I showed them some of the projects I'd built at home and apparently talked the talk well enough to get the job.
Your average ML engineer only marginally outearns the average SWE, and competition for the roles is much higher. if your goal is to have more opportunities in the job market then no, do not get a phd. if your goal is to push the limits of human knowledge for no great and clear reward than yes, get your phd.
Judging a machine learning PhD's worth by whether or not you're able to make big bucks in a research role is like saying that the only point of research is to become a tenured professor. It's a falsely limiting view that leads to bottlenecks of very talented people being unhappy and wasting themselves chasing oversold endpoints.
I applied to schools ranked between 30 and 70 for my research area and was rejected from all of them. I still want to do a PhD, but what are the realistic job prospects of someone graduating with a PhD from a department with that kind of rank compared to a master's degree from a school ranked about 50th?
As long as you have a Bachelors and demonstrable skills, PhD becomes very irrelevant in industrial settings. It is not useless but it is definitely not the optimal path. There are many Managers with Masters who run teams of PhDs and are even higher leadership roles. And for #3, PhD is not for figuring out what you want.
Skip the Masters and go for a PhD in Robotics. ML/AI is very mainstream now, doing a Masters in ML is not going to give you a sig advantage. A PhD in ML will give you an advantage. But the future is Robotics, that's the new frontier. Reply reply. Alternative-Yak-832. •. and a phd will take 6 year min. Reply reply.
So whether its worth it thats up to you. My phd is financially viable for me and ensures a high paying job whefe ever i go so for me its very worth it. You will hear people say its for the love if learning. I will tell u though you love of learning pales in comparison to ur love of not being homeless and paying ur bills.
A PhD in machine learning places you at the forefront of academic research for the advancement of specific fields that have the potential to project humanity a bit further into a desirable future for all. The research results from PhD holders, presented during or after their PhD have impacted industries around the globe.
The BS has probably never heard of machine learning or taken a class. The MS may have one class worth of experience in machine learning. It would be quite rare for an MS to have work experience with machine learning as well. The PhD has dedicated a significant amount of time in machine learning.
A PhD may command a slightly higher salary initially, and may be required for a position in a research lab (whether private or government-operated). But for many positions, it may not bring an advantage. Corporate work can be mundane and fast-paced, and the search for perfect algorithms is discouraged, as it hurts ROI.
A PhD is a long journey, but the rewards are worth it! Now go, conquer those ML puzzles! …see more. Like. Like. Celebrate. Support. ... This is no different for a PhD in machine learning. If ...
Related Machine learning Computer science Information & communications technology Applied science Formal science Technology Science forward back r/MachineLearning ml. Beginners please see learnmachinelearning
In that case, a doctorate in AI may be worth the investment: The World Economic Forum predicts AI could create 97 million jobs by 2025, increasing job availability and driving up demand for skilled workers. AI-related roles for Ph.D.s pay an average salary of $115,000 and up to $279,000, according to limited 2024 Payscale data.
The Machine Learning (ML) Ph.D. program is a fully-funded doctoral program in machine learning (ML), designed to train students to become tomorrow's leaders through a combination of interdisciplinary coursework, and cutting-edge research. Graduates of the Ph.D. program in machine learning are uniquely positioned to pioneer new developments in the field, and to be leaders in both industry and ...
A machine learning PhD is a good preparation for this because it gives you the technical background and credibility with other policy people. ... There is a lot of overlap between machine learning and statistics, so it's worth applying to statistics departments that do machine learning work, although a machine learning PhD is still preferable ...
These days, many machine learning positions in US offer salaries well under $100k per year especially for beginners. Many still offer over $200k, but usually require specialized experience, and typically not what you would learn in school. Engineers are in higher demand than scientists, further casting doubts on the value of a PhD.
So you end up having to rewrite it to support using multiple machines with maybe a GPU or 2 each. Alot of machine learning engineers don't understand how to write training loops to handle elastic agents, unbalanced batch sizes, distributed processing, etc. to make use of every scrap of performance on the machine.
Doing a PhD will rob you of the experience of having money pretty early in life, and that is a dealbreaker for some (no judgement, there is no right or wrong answer). The job market for PhDs is no longer a "sure thing" that guarantees you wealth/tenure later in life. I got my PhD in a roughly comparable field- I did it mostly because I wanted ...
I am not that new to Machine Learning / Deep Learning(have taken ML course at Uni before) but I want to know if all these specialization courses on the website are worth spending my time. I am currently planning to start on Machine Learning Specialization because many people on online seems to suggest that course.
Feb 26, 2022. 13. I am currently an Applied Scientist who is doing full-time machine learning (ML) research at Amazon without a PhD. I get to work on intellectually difficult problems with strong ...
Advantages of Getting a Master's Degree in Machine Learning. 3.1. Enhanced ResumeOne of the biggest advantages of obtaining a master's degree in machine learning is the boost it provides to your resume. In a competitive job market, having a specialized qualification sets you apart from other candidates.