Whaaaat? This article is a fun little analogy between skills of a good manager and traits I think can help you live a happy, low stress life. Cuz happiness is, after all, a choice you make and a muscle you develop. What do good managers do? They communicate clearly

Confession This article is about tracking a company you own instead of tracking the stock price, but before we get into it, I want to be honest with you. I check my portfolio movement at least 3 times a day. I am not one of those people who claim they check…

Note: This article was just written one afternoon. No edits, no proofreading, so feel free to comment suggestions / changes. Introduction This week I started working full time at DocuSign. The salary for Data Scientists / Software Engineers is really good compared to other jobs. But it’s never going to be…

…and why you should use them in every project moving forward — Introduction You hate PyTorch. No, scratch that. You love PyTorch, however, you hate that it does not have any structure to it. You hate having to write the same training loop over and over again, putting stuff on GPU on your own and manually implementing best practices like mixed precision training. …

How to securely push your passwords to GitHub — Reason for writing this article This is not a full tutorial article like the ones I usually write. Maybe it should just be a top-rated answer on Stackoverflow. Anyway, I was creating a Python package using nbdev and I needed to use an api_key and a secret_key to access some data. Locally, I just embedded…

Use nbdev to build Python packages using Jupyter notebooks — Introduction The image below comes from the documentation page of a library called fastcore.

Change the way you track your ML experiments — Introduction As machine learning matures, we come across newer problems, and then we come up with sophisticated solutions for these problems. For example, in the beginning, it was hard to train a neural network itself. Then came GPUs and frameworks that made this task really easy. After that came Tensorboard for…

Learn how to implement Fasterrcnn in PyTorch and extract the feature map for every image — Introduction Object detection is a task in computer vision where instead of classifying an image, we try to classify the objects present in the image. It has various applications like detecting empty parking space, tracking objects in CCTV footage, and monitoring crops, which is the one we’ll be looking at.