Nov 6Deep Learning in Binary Classification ExamplesA fascinating look into a few important applications of binary classification. Binary classification for deep learning can come in many shapes and forms, such as having a model distinguish between cats and dogs, mean and nice Twitter tweets, positive and bad reviews, and even more. …Binary Classification3 min readBinary Classification3 min read
Oct 4Deep Learning Classification: Its VersatilityClassification seemingly has just endless applications. Introduction When first starting with machine learning, one may encounter the classic cat-dog binary classification model that can classify between cat and dog picture. Though it may seem simple, classification can be used in almost any scenario. Image Classification Image classification is the task of having a…Classification3 min readClassification3 min read
Sep 1Difference Between Machine Learning Tasks: Classification, Regression, ClusteringA description of each type of task and what these terms actually mean. As you’re studying machine learning, you’ve probably came across these vocabulary words one way or another (especially classification, a popular problem type introduced in the beginning stages of ML curriculum). Later on, these other terms may have…Machine Learning3 min readMachine Learning3 min read
Aug 4What are Light Fields and How Are They Related to Machine Learning?They’re kind of like images, but kind of not. What are light fields, exactly? Light fields describe the amount of light flowing in every direction through every point in 3D space. In other words, this can be interpreted as many cameras taking photos of the same scene at different perspective views. Thus, light fields are…Light Field3 min readLight Field3 min read
Jul 14How Machine Learning Can Aid the Visually ImpairedIntroduction Maureen, a retired worker, carefully walked towards her mahogany front door. She felt eager for a morning walk in the sunshine. However, right after she opened the door, she felt one foot run over a shoe. …Convolutional Network3 min readConvolutional Network3 min read
Jul 7What is Knowledge Distillation?A fascinating yet effective strategy for machine learning models to learn- better. Knowledge distillation. In the popular machine learning world, this topic isn’t extremely well-known, for example not as well known as CNNs, or image classification, etc. But it is a critical method that can help, for example, CNNs, classify…Knowledge Distillation3 min readKnowledge Distillation3 min read
Jul 6How To Code And Deploy Websites EasilyAs an avid web dev, I have worked with many tools — but there’s one I recommend the most for anyone looking for an easy way to code+deploy. There are so many tools, languages, IDEs, etc. you can use to build a website. But the easiest I have found so…Replit2 min readReplit2 min read
Jun 1How Neural Networks are More Powerful than We ThinkA written transcript of a TED talk I completed. What does music, X-rays, language translation, and eye cancer have in common? Well, they all relate to human senses. Our hearing, breathing, speaking, and seeing. And that is correct. But what’s something else they have in common?Machine Learning9 min readMachine Learning9 min read
Apr 25Nifty Little Tricks (and Resources) to Make Your Website More PolishedAs a front-end developer, I’ve become inseparable from the tools, resources, and tips I’ve gathered below. Whether you are a beginner web developer looking to code your first website or an avid web builder who wants to try out some more tools, I recommend taking a look at the list…Web Development1 min readWeb Development1 min read
Apr 18How a CNN Machine Learning Model Can Be Used to Detect Skin CancerHow ML + Healthcare can be combined to create a versatile tool. Introduction: In the US, 9,500 patients are diagnosed with skin cancer daily, making it the most common form of cancer in the country (American Academy of Dermatology, Skin Cancer 2022). If left untreated for too long, it can…Artificial Intelligence4 min readArtificial Intelligence4 min read
