Posts

Crafting Context-Driven AI Chatbots: A Data Engineer's Guide to Vector Databases and Embeddings

How to

Oct 6, 2023 statistics, machine learning

Julia Essentials - Gradient Descent

How to

Jun 4, 2020 statistics, machine learning

Understanding Decision Trees with a Spreadsheet

This article shows the necessary steps to grow a tree from scratch.

May 15, 2019 machine learning

Kernel Density Estimation Algorithm with R

How to implement a kernel density estimator from scratch with R.

Nov 4, 2018 statistics, machine learning

Logistic Regression with Numpy

How to fit a Logistic Regression from scratch.

Jun 15, 2018 statistics, linear models, python, machine learning

Gradient Descent Linear Regression

How to fit a Linear Regression using Gradient Descent.

Jun 10, 2018 statistics, linear models

Linear Regression from scratch (analytical solution)

How to fit a Linear Regression from scratch with the normal equation.

Jun 9, 2018 statistics, linear models

Multiprocessing with Python

How to use the multiprocessing module.

Mar 16, 2017 python, programming

Logging with Python

How to use the logging module.

Feb 2, 2017 python, programming