PinnedBrendan ArtleyinTowards Data ScienceTraining a Neural Network by HandAn introduction to the mathematics behind neural networks11 min read·Jun 24, 2022--1--1
PinnedBrendan ArtleyinTowards Data ScienceTime Series Forecasting with ARIMA , SARIMA and SARIMAXA deep-dive on the gold standard of time series forecasting.10 min read·Apr 26, 2022--8--8
Brendan ArtleyinTowards Data ScienceCubic Splines: The Ultimate Regression ModelWhy cubic splines are the best regression model out there.6 min read·Jul 26, 2022--2--2
Brendan ArtleyinTowards Data ScienceTime Series Forecasting: Ensemble LearningShowcasing the power of ensemble learning with decision trees and ARIMA models7 min read·Jul 8, 2022--8--8
Brendan ArtleyinTowards Data ScienceUnsupervised Learning: K-Means ClusteringThe fastest and most intuitive unsupervised clustering algorithm.6 min read·Jun 27, 2022--1--1
Brendan ArtleyinTowards Data ScienceTime Series Forecasting: Prediction IntervalsEstimate the range of a future observation with confidence.7 min read·Jun 14, 2022--1--1
Brendan ArtleyinTowards Data ScienceLinear Regression: Modeling Oceanographic DataThe most important, overlooked, and predictable regression model.7 min read·Jun 9, 2022--1--1
Brendan ArtleyinTowards Data ScienceNeuralProphet: Energy Demand ForecastingThe gap between classical forecasting techniques and deep learning models.9 min read·May 8, 2022--3--3
Brendan ArtleyS&P 500 Forecasting w/ ProphetForecasting stocks with the original prophet framework.9 min read·May 2, 2022----
Brendan ArtleyMNIST: Keras Simple CNN (99.6%)Neural Networks in computer science are modelled after the biological neural networks in a human brain. These models are extremely…5 min read·Apr 27, 2022----