Blog Posts
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How to Set Up Docker for Data Science in One Day (Windows + WSL2)
As part of a research group that prioritizes reproducibility, we’ve gradually started using Docker containers to ensure our code runs consistently across machines. While some members of the group have implemented this well, others (myself included) have only just come around. Now, with a paper nearing submission, it’s become clear that I need a containerized
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2 – Parametricism and Non-Parametric Flexors
Statistical Learning (SL) problems often have to do with understanding the relationships between two elements, X and Y. These relationships are expressed in the form of Y being a function of X i.e., Y = f(X). Therefore, SL problems often imply solving for f or estimating f. In estimating f, we can use parametric or
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1 – Introduction to Statistical Learning: A Machine Learning Dive
It’s 11:30 p.m., and instead of sleeping (I feel sleepy :)), I am rather excited to jump back on the Machine Learning (ML) journey I’ve been meaning to take at this stage of my PhD. A deep dive to really understand the basics of ML. Not even the deepest waters, but you know, deep enough
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Having Imposter Syndrome in Research? I feel You
Today at the Grant Writing course, the trainer said, and I quote, “Imposter syndrome is something people develop during PhD, and it never stops. Academia is a place that continuously exposes you to the breadth of knowledge of several other people, making you realise how little you know.” In the first year of my PhD,
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4 – Group Two: What a Time to be Alive
Chapter Four details the average lives and events that occurred during the lives of Group Two women, spanning the early 20th century. The members of this group witnessed the Industrial Revolution in the USA, the Great Depression and WWII. As one would expect, these events drastically influenced the lives of the women born between 1898
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3 – Group One: A Fork in the Road
Chapter Three of Career and Family explores the career and family lives of the women in Group One. Through non-marriage and childbirth statistics, we learn that college-educated women born between 1878 and 1897 had a non-marriage rate of 30% and a birth rate of 50%. These numbers were even more striking among those who pursued
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2 – Five Groups of Women, Different Career and Family
The second chapter of Career and Family introduces the five groups of women whose lives we follow throughout the book. These women were born between 1878 and 1978, offering a century-long view of the evolution of women’s career and family paths in the United States. As the table below illustrates, career and family were seen
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1 – Introduction to the book
Career and Family is one of Goldin’s books, and in it, she provides insight into the trajectory of how women have navigated employment and family since the late 1800s. This first chapter, which I summarize here, introduces the book and interesting terms such as “The new problem with no name” and “greedy work,” which will…
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What Do You Know About This University or Program?
Dear prospective student, When I receive an email from someone interested in my university or program, I feel a rush of excitement. Sometimes, I even recognize the name as one from my home country, which brings some sense of connection. But, too often, that excitement fades as I read vague questions, leaving me struggling to
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Energy and Expectations Management
One thing I have realized I do not enjoy as a researcher is having to leave my chamber of curious exploration to document what I have discovered when I am yet to be convinced of these discoveries. Many researchers struggle with getting started with writing completed research, and it is even more difficult to report