Learning Rate Finder

Approximate to the optimal learning rate quickly without costly searches

Jul 24, 2021

Introduction to Probability and Statistics

A summary of "Probability and Statistics in Data Science using Python", offered from UCSD DSE210x

Mar 25, 2021

Introduction of K-Means Clustering

K-means clustering is one of the simplest and popular unsupervised machine learning algorithms.

Mar 17, 2021

Dive into Weight Initialization

In short, it helps signals reach deep into the network.

Mar 5, 2021

Play with TensorBoard

TensorBoard provides the visualization and tooling needed for machine learning experimentation

Feb 20, 2021

Cassava Leaf Disease Classification

Identify the type of disease present on Cassava Leaf image

Feb 10, 2021

Custom Everything with TPU

Getting start to customize everything with TPU

Jan 12, 2021

Play with TFRecord Format

Getting familiar with TFRecords

Dec 31, 2020

Petals to the Metal

Getting Started with TPUs on Kaggle

Dec 17, 2020

Random Forest Interpretation

Mar 23, 2020