Fatima Senoucilearntogether.hashnode.dev·Aug 17, 2024A Guide to Setting Up Raspberry Pi OS: Step-by-Step InstructionsIntroduction Welcome! If you're looking to set up Raspberry Pi OS on your new Raspberry Pi, you're in the right place. Whether you're a first-time user or looking to refresh your knowledge, this guide will walk you through the entire process step by ...Discusslunix
Fatima Senoucilearntogether.hashnode.dev·Aug 3, 2024Optimizing Raspberry Pi for AI: A Guide to Avoid Common PitfallsWhat is a Raspberry Pi? Before diving into the tips, let’s briefly define what a Raspberry Pi is. Raspberry Pi is the name of a series of single-board computers made by the Raspberry Pi Foundation, a UK charity that aims to educate people in computin...Discuss·1 like·36 readsWomenWhoTech
David AndresforMachine Learning Pillsmlpills.hashnode.dev·Feb 1, 2023We've moved to www.mlpills.devHello! We decided to move the blog to: https://mlpills.dev/ You can subscribe to our newsletter so you don't miss any articles and all the exclusive content we share there! We now also have a Spanish version of the blog! With all the articles manu...Discuss·10 likes·37 readsArtificial Intelligence
David AndresforMachine Learning Pillsmlpills.hashnode.dev·Jan 24, 2023Forecasting methods in Time SeriesWhen working with time series data, it is important to assess the quality of a model in a way that accurately reflects real-world situations. Generally, the simplified process of building a Machine Learning model is the following: Process and clean ...Discuss·1 like·110 readsTime Series ForecastingPython
David AndresforMachine Learning Pillsmlpills.hashnode.dev·Jan 18, 2023Convolutional Neural Networks IIThe activation layers and pooling layers of the Convolutional Neural Networks (CNN) will be introduced, following the first part of this series where the convolutional layers were explained. Activation Layers Normally, the feature maps are passed thr...Discuss·10 likes·106 readsPython
Emmanuel Obicodeprophet.hashnode.dev·Jan 16, 2023Tradeoffs to consider before selecting a CSS framework☄️🌚.Introduction Very recently, I've been exposed to multiple CSS frameworks and they're all generally good tools. But there is often some debate about which is best to use and I've never really decided on one because, at different points in time, I've t...Discuss·17 likes·116 reads4articles4weeks
Pablo Jiménez MateoforMachine Learning Pillsmlpills.hashnode.dev·Jan 4, 2023Setup a Python environment in LinuxTo start working on Machine Learning you need tools, and those tools need to be installed in an environment. Think of an environment as a kind of workshop, except instead of a hammer or a screwdriver, you have Python and Keras. We will go through how...Discuss·6 likes·154 readsGet ready for Data Science and Machine LearningPython
David AndresforMachine Learning Pillsmlpills.hashnode.dev·Dec 7, 2022ARCH / GARCH models for Time SeriesVolatility is a statistical measure of the dispersion of data or variance around its mean over a certain period of time. In finance, it refers to how much the price changes between periods. For example, if it is high, the price may increase or decrea...Discuss·3 likes·86 readsTime Series ForecastingData Science
David AndresforMachine Learning Pillsmlpills.hashnode.dev·Dec 2, 2022Seasonal ARIMATime series can be seasonal. What does this mean? It means that our data exhibits a season or cycle that regularly repeats, for example, weekly, monthly or annually. There is something important to note. The presence of a cycle structure does not mea...Discuss·1 like·31 readsTime Series ForecastingData Science
David AndresforMachine Learning Pillsmlpills.hashnode.dev·Nov 23, 2022Parameters selection in ARIMA modelsARIMA models are a simple but powerful way of modelling time series. We saw that in the previous part. An ARIMA(p,d,q) model is defined by three parameters: p : autoregressive order d : difference order q : moving average order What p, q and d p...Discuss·1 like·93 readsTime Series Forecastingtime series
