Questions about Undergrad research

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SUMMARY

The discussion centers on securing undergraduate research opportunities in Computer Science, particularly in machine learning and big data, by a senior at UC Berkeley. The individual seeks guidance on applying remotely, the number of professors to contact, and the impact of GPA and internships on research applications. Key strategies include personalizing outreach emails and considering timing for in-person meetings once classes resume. The participant has a technical GPA of 3.3 and relevant experience through internships.

PREREQUISITES
  • Understanding of machine learning concepts and applications
  • Familiarity with big data tools and techniques
  • Knowledge of academic research processes
  • Experience in crafting professional emails for outreach
NEXT STEPS
  • Research effective email templates for contacting professors
  • Explore opportunities for remote research assistant positions
  • Learn about networking strategies in academic settings
  • Investigate the role of GPA in academic research applications
USEFUL FOR

Undergraduate students in Computer Science, particularly those seeking research experience in machine learning and big data, as well as individuals looking to improve their outreach strategies to professors.

freshman2013
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I will be a senior at UC Berkeley studying Computer Science, and I am looking for some research experience in the fields of CS for next fall. The CS class that I have done best in is machine learning and I also enjoy working with big data (2 internships related to it), so any type of research that is ML/data or a mix of both would be ideal for me. I have a few questions regarding the process of getting research:

1. Because I am off campus right now, how should I go about applying to research positions? Usually, when someone sends an email to professor inquiring research, it comes with meeting a professor personally at office hours to discuss opportunities, but obviously, that wouldn't work for me right now. So what should I say in my email?

2. How many professors should I apply to and reach out before I expect an offer? I sent out like 3 so far and gotten no responses yet. I try to read research papers and personalize my emails to them, but this is taking really slow so far, unlike when applying to jobs where I would just use almost the same cover letter and spam resumes.

3. How much does GPA and internships matter? My technical GPA is 3.3 but I got an A in machine learning, and I'm trying to apply for positions with professors in that field.

THanks in advance!
 
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