advice

Journeying through Statistics & Machine Learning Research: An Interview with Jake Snell

Posted on April 24, 2024April 24, 2024 by Alexis Wu

Jake Snell is a DataX postdoctoral researcher in the Department of Computer Science at Princeton University, where he develops novel deep learning algorithms by drawing insights from probabilistic models. He is currently serving as a lecturer for SML 310: Research Projects in Data Science.

As I dive deeper into my computer science coursework, I’ve found myself engaging increasingly with statistics and machine learning (hereafter abbreviated as SML). Opportunities to conduct SML research are abound at Princeton: senior theses, junior independent work, research-based courses such as SML 310: Research Projects in Data Science, joining research labs, and much more. There is such a wide variety of research opportunities, and so many nuanced pathways that students can take while exploring SML research. So, for this seasonal series, I wanted to speak with professors and researchers who are more advanced in their research journeys to share their insight and advice to undergraduate students.

Seasonal Series: An Interview with Eric Ahn

Posted on April 19, 2024May 9, 2024 by Shannon Yeow

Eric Ahn ’24, from Suwanee, Georgia, is an Operations Research and Financial Engineering (ORFE) major at Princeton University. Ahn is the Class of 2024 Treasurer, as well as a member of Manna Christian Fellowship and Kindred Spirit. This coming summer, Ahn will work as a Trading Intern at IMC Trading before returning to Princeton in the fall to obtain a graduate degree in finance.

In the spirit of upcoming senior thesis deadlines, I wanted to interview a senior currently working on their thesis. As an underclassman that doesn’t have to worry about any form of independent work yet and a COS BSE major, one of the only majors exempt from the senior thesis requirement, I’ve always been curious about the thesis writing process and what a BSE senior thesis entails. As a part of our Seasonal Series, I am excited to present my interview with Eric, as he shares his ORFE senior thesis, his interest in finance, and his advice for rising seniors.

A Guide to Citations

Posted on March 20, 2024March 20, 2024 by Rebecca Cho

Whether writing a paper or providing a presentation, you will often find yourself relying on the completed work of others to synthesize information about a subject. An essential part of using these outside sources is to give their owners rightful credit in your references! Read some tips below on making citations easier.

Someone reading an article they would reference if they were doing research on the topic — *Citations can be the most dreaded section of your writing. Finish your references with ease using this guide!*

Tips for Recruiting Interviewees: My Qualitative Research on ChatGPT Use in CS Education

Posted on March 8, 2024March 5, 2024 by Alexis Wu

Last semester, I interviewed Albert Lee ‘24 to get a glimpse of what conducting qualitative research for sociology Junior Papers can look like at Princeton. (If you’re interested in reading that piece, click here!). Discussing qualitative research with Albert was exciting because his words of advice were quite applicable to the qualitative Computer Science research I was conducting in COS 436: Human-Computer Interaction (HCI).

Image of text, with a question from a student and answer from ChatGPT regarding what the OUR does.

An example user prompt and ChatGPT response.

Prior to taking COS 436, I had little idea of what qualitative research looked like in Computer Science, particularly because many of the CS courses I had taken were quantitative, involving systems, mathematical models, or theory. Taking the course opened my eyes to a whole side of research: interview-based qualitative research. For my semester-long research project, my team and I aimed to dive deeper into educators’ opinions on the use of ChatGPT in CS education.

Research Insights Series: An Interview with Claire F. Gmachl

Posted on March 6, 2024March 5, 2024 by Shannon Yeow

Claire F. Gmachl stands at the forefront of groundbreaking research in mid-infrared photonics as the Eugene Higgins Professor of Electrical Engineering at Princeton University and the Head of Whitman College. She also serves as the Associate Chair of the Department of Electrical and Computer Engineering. With her expertise in semiconductor devices and photonics, Professor Gmachl delves into the realms of quantum-cascade lasers and beyond.

As a student surrounded by peers working on their junior papers or senior theses, as well as constantly hearing about groundbreaking faculty research, I came to seek a way to better engage with the research around me, and to synthesize current research and processes to bring insights to others. I decided to create a series of research insights, interviewing faculty and students, to learn more about their research topics, their personal research process and interests, as well as the potential implications from their findings.

In this article, I’m excited to have had the opportunity to interview Professor Claire Gmachl, who has also previously taught me in EGR 151: Foundations of Engineering: Mechanics, Energy, and Waves, the first physics course in the Engineering Sequence. In our interview, Professor Gmachl graciously shared insights into her research journey, shedding light on the multifaceted landscape of mid-infrared photonics and semiconductor devices.

Getting it Done: Balancing your JP with a Full Course Load

Posted on February 26, 2024February 26, 2024 by Amaya Dressler

A laptop with a notebook and pen set aside from a coffee mug.

While it may feel like the semester has only just begun, classes are in full swing and, already, junior paper (JP) deadlines are fast approaching. For many majors, the spring semester is where the bulk of the JP work actually takes place. Whether that means writing thousands of words, crunching monstrously large datasets, or debugging hundreds of lines of code, I think we all can agree that a JP draft is better not left to the last minute.

One of the biggest challenges all Princeton students face with independent work, however, is figuring out where they can even find the time to start. With a full course load, weekly assignments, and a myriad of extracurricular obligations, just when exactly is a student to work on their JP? Read on for three tips on how you can fit your JP into a hectic schedule. With the right daily habits, supports, and mindset, you may even find that you enjoy the process more than the final product.

Need a New Place to Study? 4 Niche Study Locations for all Princeton Students!

Posted on February 23, 2024February 20, 2024 by Alexis Wu

As I enter my sixth! semester at Princeton, I find myself still asking the age-old question: where should I go and work today? The challenge with finding the right study space is that they’re frequently mood and assignment-specific.

Image of sunset over Princeton Graduate College, golf course, Forbes backyard. Red Adirondack chair in foreground.

View of the Forbes backyard, taken by author.

PCUR alumna Nanako Shirai’s 2018 post on finding study spaces on campus is an incredible resource to help you identify the best study space based on your study needs. In this post, I’ll highlight some additional study spaces you could explore this spring. Instead of going by the type of assignment you’re working on, I’ll share four new suggestions on study spaces based on the kind of study environment you prefer. This might help you choose study spaces at which you could complete multiple items on your to-do list.

Paid Part-Time Research Jobs At Princeton

Posted on February 21, 2024February 20, 2024 by Xander Jenkin

Two researchers sitting at a lab desk in the Princeton Neuroscience Institute, looking at MRI brain scans on a computer. — *The research you do could be remotely on a computer, in-person working in a lab, or both, as we see here with brain imaging research at the Princeton Neuroscience Institute!*

Princeton undergraduate students usually gain most of their research experience from things like independent work, theses, research-based courses, or summer research. However, you might not know that there are more options to do research during the school year: working a part-time job! Some of the most common part-time campus jobs you may think of might be working in a dining hall or at library reception, but you can actually do academic research and get paid for it. This isn’t limited to just STEM majors either; part-time research jobs exist across the humanities and social sciences and are offered by a wide range of departments. You could earn money and get work experience while analyzing literature, writing code, processing data, or working hands-on in a lab!

Here’s a quick guide on how to search for these jobs:

A Guide to Presentation

Posted on December 13, 2023December 12, 2023 by Rebecca Cho

Have a presentation for one of your courses and unsure where to start? Or maybe you need to present for a research symposium? During your undergraduate years, you will come across many times when you may have to give a presentation to present your research for coursework or perhaps for an individual research pursuit. Here are some tips to help you present easily and effectively!

individual giving a presentation to an audience — *Give the most nerve-free presentation with these tips!*

Applying to Summer Programs

Posted on December 11, 2023December 6, 2023 by Xander Jenkin

Quincy Monday ‘23 sitting in a chair working on his laptop in the lobby of New College West — Fortunately, if you’re stressed out trying to write all of these summer program applications, Princeton has plenty of comfortable study spaces to be working, like Quincy Monday ’23 in the lobby of NCW. Photo Credits: Dan Komoda (2023)

Applying to summer programs can seem like a daunting task when you may not even know what you want to do next summer. The busyness of the semester certainly hasn’t created a ton of time to be thinking about these things! Fortunately, winter break is a great time to work on applications to summer programs, as many of the earlier applications are often due early in the year. Having prepared them beforehand can ease a lot of stress, since the middle of the spring semester isn’t the most convenient time to be starting these applications. These timelines can vary by field, so it could be a bit different based on the type of program you are applying to—the career center has a great timeline of internship recruitment that is sorted by field so you can see the differences. Regardless, it’s great to work on these during the break when you don’t have courses.

You may be looking for something far away, here in Princeton, an industry internship at a company, or a research program at a university. Regardless of if you know exactly what you want to do or still aren’t sure, here are some tips to help you sort through this process.

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