PinnedBuilding the Next Generation Personal Knowledge Assistant for Our Second BrainIntroducing the Agentic Copilot for ObsidianNov 121Nov 121
PinnedPublished inTowards Data ScienceWhy Sigmoid: A Probabilistic PerspectiveThis post aims to give an extensive yet intuitive set of reasons why the logistic sigmoid function is chosen for the linear classification…Apr 25, 20201Apr 25, 20201
Published inTowards Data ScienceIntroducing the Loss Landscape Animation Python PackageIn my previous article Visualizing Optimization Trajectory of Neural Nets, I showed a number of animated figures to demonstrate the…Jan 28, 20211Jan 28, 20211
Published inTowards Data ScienceA 3-Minute Review of PCA: Compression and RecoveryThe handiest visual note of PCAJan 20, 20211Jan 20, 20211
Published inThe StartupI Created an Alexa Skill to Settle an Argument With My WifeHow to get started building Alexa skills for things you are too lazy to search onlineDec 22, 2020Dec 22, 2020
Published inTowards Data ScienceHow I Designed My Own Full-Stack ML Engineering DegreeThe road to end-to-end data scientist/machine learning engineerNov 19, 20203Nov 19, 20203
Published inLevel Up CodingColonize Space with Fractal TreesA quick guide to fractals and the Space Colonization algorithmJul 31, 20201Jul 31, 20201
Published inTowards Data ScienceSimulate Any Distribution with Rejection SamplingA short probability and algorithm tutorial that’s worth your whileJul 30, 2020Jul 30, 2020
Published inTowards Data ScienceBuilding A Mental Model for BackpropagationBy implementing your own deep learning framework in PythonJun 27, 2020Jun 27, 2020
Published inTowards Data ScienceVisualizing Optimization Trajectory in Neural NetsIn the previous post, I showed some animated plots for the training process of linear regression and logistic regression. Developing a…May 16, 20203May 16, 20203
