PinnedBrendan ArtleyinTowards Data ScienceTraining a Neural Network by HandAn introduction to the mathematics behind neural networksJun 24, 20222Jun 24, 20222
PinnedBrendan ArtleyinTowards Data ScienceTime Series Forecasting with ARIMA , SARIMA and SARIMAXA deep-dive on the gold standard of time series forecasting.Apr 26, 20228Apr 26, 20228
Brendan ArtleyinTowards Data ScienceCubic Splines: The Ultimate Regression ModelWhy cubic splines are the best regression model out there.Jul 26, 20222Jul 26, 20222
Brendan ArtleyinTowards Data ScienceTime Series Forecasting: Ensemble LearningShowcasing the power of ensemble learning with decision trees and ARIMA modelsJul 8, 20228Jul 8, 20228
Brendan ArtleyinTowards Data ScienceUnsupervised Learning: K-Means ClusteringThe fastest and most intuitive unsupervised clustering algorithm.Jun 27, 20221Jun 27, 20221
Brendan ArtleyinTowards Data ScienceTime Series Forecasting: Prediction IntervalsEstimate the range of a future observation with confidence.Jun 14, 20221Jun 14, 20221
Brendan ArtleyinTowards Data ScienceLinear Regression: Modeling Oceanographic DataThe most important, overlooked, and predictable regression model.Jun 9, 20221Jun 9, 20221
Brendan ArtleyinTowards Data ScienceNeuralProphet: Energy Demand ForecastingThe gap between classical forecasting techniques and deep learning models.May 8, 20223May 8, 20223
Brendan ArtleyS&P 500 Forecasting w/ ProphetForecasting stocks with the original prophet framework.May 2, 2022May 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…Apr 27, 2022Apr 27, 2022