Honest advice needed to pursue a 2nd MSc in data science

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Discussion Overview

The discussion revolves around the challenges and considerations of pursuing a second Master's degree in data science, with a focus on machine learning in medical imaging, and the potential for a career change later in life. Participants share personal experiences and advice regarding academic preparation and life transitions.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Debate/contested
  • Homework-related

Main Points Raised

  • One participant expresses a desire to pursue a PhD in machine learning in MRI and questions the feasibility of turning their life around by age 45.
  • Another participant emphasizes the importance of understanding the math requirements for a Data Science Master's, suggesting a review of statistics, linear algebra, and calculus.
  • A participant shares their personal experience of earning a PhD at 42, indicating that it is possible to change life paths in one's 40s with dedication and hard work.
  • Advice is given to inquire about placement assistance from the program and to start networking through meetups and internships.

Areas of Agreement / Disagreement

Participants generally agree that it is possible to pursue significant academic and career changes later in life, though there are differing views on the specific challenges and preparations needed to succeed in such endeavors.

Contextual Notes

Some participants mention the need for strong mathematical foundations and the potential challenges of returning to academic life after a long break, but these points remain open to interpretation and individual experience.

Who May Find This Useful

Individuals considering a career change into data science, particularly those interested in medical imaging and machine learning, as well as those returning to academia later in life.

danobdon
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Hello, I am 39 and will be soon 40. I did nothing in my life except my academic degrees MSc and BSc. Recently I have joined again 2nd Masters in data science program with a specialization in ML in MRI., which is a top 200 university in the world and top 100 in Medical Imaging. From my childhood, I had always had an interest in the medical field, and I have decided to do a specialisation in medical imaging, specifically machine learning in MRI. I also want to do a PhD in this field. I have made a lot of mistakes in my life; I have no partner, no money, and no house. I want to finish my PhD before 45. Is it possible to turn my life around at the age of 45?
 
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Have you looked into the math requirements for a Data Science Masters degree?

Are you up to learning statistics, linear algebra, calculus, and other optimization-related topics?

Because of your interest in medical imaging, there will likely be some biology and medical courses.

I earned my MS ten years after obtaining my BS in my early 20s. My math skills had reverted to what I learned in my first year of college. Math in CS was more algebra-like, so I had no issues with it since I worked as a programmer.

You could start reacquainting yourself with statistics and linear algebra through Khan Academy, giving you a sound basis for any courses you take.

Alternatively, visit the mathispower4u.com website, which has several thousand video shorts on linear algebra, statistics, and calculus.
 
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Yes, it's possible to change your life path in your 40's. Set your mind to do it, and focus ALL of your energy on school.

I received my PhD at the age of 42. I was one of several grad students of similar age. Be prepared to do some serious studying to make up for being out of school for so long. My average work week during my worst semester averaged 100 hours during which I managed to date my now wife. Don't ask me how I did it because it's all a blur.
 
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Ask your program about any placement help they may offer, statistics on the sucess in this regard for their graduates. Also, start networking now by , e.g., going to meetups and look for internships in your area. Good luck!
 
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