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Digging into the machine learning cycle: scoping, data, modeling, and deploymentPhoto by Digital Buggu on Pexels and edited by authorMachine Learning Operations, known as MLOps, is an emerging discipline that comprises a set of practices for maintaining and deploying machine learning models in production so...

Finding pixel-wise annotation errors in MIT ADE20KTL;DR — Bad labels are a major problem in AI. I introduce the first technique for finding annotation errors in semantic segmentation datasets. On MIT ADE20K I find over 50 label issues, with confirmed errors on 7% of total...

Everything you need to know about Stereo GeometryIn the pin-hole model of a camera, light rays reflect off of an object and hit the film to form an image. So all the points that lie along the same ray will correspond to a single point...

Below you will learn about the top 5 programming languages in 2022.The choice of programming language will depend on what you want to do, including creating mobile applications, websites, desktop programs, machine learning models, and more. Let’s consider a well-known ranking platform like TIOBE.TIOBE Index...

The best open-source and paid tools to add to your projectPhoto by Artem Maltsev on UnsplashNow, I love writing data models, don’t get me wrong. It’s one of the most fun parts of being an analytics engineer. However, there are a lot of tedious parts...

Do you want to learn about Machine learning libraries used in python and don’t know where to start, then yea you have come to the right place, to begin with, come let’s dive deep into the NumPy library which is used for machine learning with...

As a successful frontier in the course of research towards artificial intelligence, Transformers are considered novel deep feed-forward artificial neural network architectures that leverage self-attention mechanisms and can handle long-range correlations between the input-sequence items. Thanks to their massive success in the industry and academic...

A look into continuous mathematical modeling choices to estimate the length of an assignment in terms of duration and the number of questions.Our previous blog post will be a good prequel before reading this post. In a nutshell, our platform implements a mastery-based pedagogy algorithmically...

Let’s build a dashboard to learn more about the millions of wildfires that occurred between 1992 and 2015 using Holoviz toolsPhoto by Matt Palmer on UnsplashI recently wrote a post about making data dashboards using a Python library called Panel. We created a simple dashboard...

My awesome pod!Going into my final year of computer science at Carleton university, I have begun preparing for a transition into neuroscience and NeuroAI. I hope to continue my studies in a graduate program focusing on the relationship between deep learning and biological intelligence. Part...