Learn the Proper Way of Modern Analytics

Currently, there are now more users than ever with access to various ML algorithms due to the abundance of packages such as sci-kit learn. However, without an adequate understanding of how these tools work, they may not be able to fully utilize them to their full potential.

Study the Essentials Starting with the Basics

Terracotta army in Xi’an, Shaanxi, China. Photo credit: christels

This blog is created to help others with understanding the rigorous mathematical derivations necessary to properly implement the numerous statistical tools out there today. Prerequisite coursework (introductory level only for all): statistics, calculus, and linear algebra. All necessary skills can be learned/reviewed freely on Khan Academy.

Central Limit Theorem

The formula for the Central Limit Theorem.

Statistics

Understand with greater insight various statistical methods.

lapply code

Demonstration of the essential lapply function.

Data Science

Learn essential skills for all aspiring data scientists.

Example of a two-layer neural network.

Machine Learning

Dive deeper into some of the various ML tools out there.

Data Science Project Heatmap

Screenshot of interactive heatmap.

Portfolio

Take a look at several past and on-going projects.

Global view count.

Heatmap of global view counts.

Blog

Join the global community in learning together.

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Self-portrait edited with neural style transfer, outside U.C. Davis’ library.

About Me

Find out more about who I am in this section.