Dec 12, 2021🚀 Kindle to NotionSync Kindle highlights to Notion using Notion API — If you’re like me who loves reading books on Kindle, you might have wondered how you could extract your highlights in an organized way and save them as notes. At least I did. …Kindle6 min readKindle6 min read
Published inTowards Data Science·Aug 30, 2020Face Dataset Compression using PCAPrincipal Component Analysis for Image Dataset Compression — In my previous article, we took a graphical approach to understand how Principal Component Analysis works and how it can be used for data compression. If you are new to this concept, I strongly suggest you read my previous article before proceeding. I have provided the link below: Principal Component Analysis — Visualized Data compression using Principal Component Analysis (PCA)towardsdatascience.comPython7 min readPython7 min read
Published inTowards Data Science·Aug 17, 2020Principal Component Analysis - VisualizedData compression using Principal Component Analysis (PCA) — If you have ever taken an online course on Machine Learning, you must have come across Principal Component Analysis for dimensionality reduction, or in simple terms, for compression of data. Guess what, I had taken such courses too but I never really understood the graphical significance of PCA because all…Python7 min readPython7 min read
Published inTowards Data Science·Aug 8, 2020Machine Learning - VisualizedA visual approach to understanding machine learning — Introduction to machine learning In the traditional hard-coded approach, we program a computer to perform a certain task. We tell it exactly what to do when it receives a certain input. …Machine Learning9 min readMachine Learning9 min read
Published inTowards Data Science·Jul 17, 2020Logging with Weights & BiasesMonitoring your neural network’s training made easy — Logging the loss and accuracy curves has never been an easy job. We often save these values in arrays or lists and then plot them at the end of the training. Sharing these graphs is even harder where sending screenshots of these graphs seems the only choice. …Machine Learning5 min readMachine Learning5 min read
Published inTowards Data Science·Jul 15, 2020Face Landmarks Detection With PyTorchCan computers really understand the human face? — Ever wondered how Instagram applies stunning filters to your face? The software detects key points on your face and projects a mask on top. This tutorial will guide you on how to build one such software using Pytorch. Colab Notebook The complete code can be found in the interactive Colab Notebook below. Face Landmark Detection colab.research.google.comFace Detection5 min readFace Detection5 min read
