PinnedUjang RiswantoWhat is Principal Component Analysis?A beginner’s guide to learn principal component analysisMar 14, 2023Mar 14, 2023
Ujang RiswantoFive Common Mistakes in Linear Regression (and How to Avoid Them)This article explores five common mistakes in linear regression — like ignoring assumptions, dealing with multicollinearity, overfitting…23h ago23h ago
Ujang RiswantoWhy Linear Regression Is the First Step in Every Data Scientist’s JourneyLinear regression isn’t just an old-school formula — it’s the first building block that gives you confidence and intuition to tackle the…1d ago1d ago
Ujang RiswantoA Beginner’s Guide to Using SVD for Building Recommender SystemsSVD is a powerful tool for building recommender systems, it’s important to know its limitations and how to work around them. As your data…4d ago4d ago
Ujang RiswantoHarnessing the Power of SVD for Efficient Data Compression in Machine LearningSVD is a fantastic tool for data compression in many cases, it’s not the best fit for every scenario. Knowing its limitations will help you…5d ago5d ago
Ujang RiswantoThe Art of Image Compression with Singular Value DecompositionSVD is a fantastic tool for image compression, especially when you need to maintain control over the balance between quality and file size…6d ago6d ago
Ujang RiswantoWhy Every Data Scientist Should Know Singular Value DecompositionSVD is like the Swiss Army knife of machine learning — versatile, powerful, and used in all kinds of tasks. Whether it’s recommending…Oct 7Oct 7
Ujang RiswantoHarnessing Manifold Learning for Efficient Image Classification and RecognitionManifold learning is already out there in the wild, making technologies smarter, faster, and safer. It’s incredible how much it can do…Oct 6Oct 6
Ujang RiswantoImproving Speech Recognition Accuracy through Manifold Learning TechniquesManifold learning has a lot of potential, making it work seamlessly with existing speech recognition systems is still a work in progress.Oct 3Oct 3
Ujang RiswantoWhy Manifold Learning is the Future of Image RecognitionManifold learning is a double win: it not only makes image recognition more accurate, but it also speeds up the entire process, making it a…Oct 2Oct 2