Davide BurbainStackademicClient-Side Sentiment AnalysisPreserve privacy and reduce server costs by running AI models on the browser.·5 min read·Jan 16, 2024--1--1
Davide BurbainStackademicAutomated Web Scraping with GPT and Google SearchHow to use language models to build structured datasets with OpenAI, BeautifulSoup, and googlesearch-python.·7 min read·Nov 21, 2023----
Davide BurbainTowards Data ScienceBuild a Rest API with Go: Data Analytics for Time SeriesA step-by-step example of CRUD operations and statistical analysis with Go, Gin, and Gorm.·10 min read·Nov 7, 2023----
Davide BurbainTowards Data ScienceProbabilistic ML with Quantile Matching: an Example with PythonA little-known technique for turning quantile regression predictions into a probability distribution.·8 min read·Sep 4, 2023--1--1
Davide BurbainStackademicHow to Build a Website: an Overview of Methods and ToolsWhat are the main approaches to build a website? Which tools should I use? Can I generate a website with AI? Let’s find out.6 min read·Aug 15, 2023--1--1
Davide BurbainTowards Data ScienceForecast Multiple Horizons: an Example with Weather DataPredict precipitations in Switzerland by using the forecasting horizon as a feature.·8 min read·Aug 6, 2023--1--1
Davide BurbainTowards Data ScienceForecasting API: an Example with Django and Google TrendsBuild a web application to predict the evolution of Google Trends.·14 min read·Aug 1, 2023----
Davide BurbainTowards Data ScienceGradient Boosting: a Silver Bullet in ForecastingWe show that gradient boosting is very powerful for timeseries forecasting and we try to explain why·6 min read·Jul 20, 2023--1--1
Davide BurbainTowards Data ScienceWhy Backtesting Matters and How to Do It RightHow do we know if our forecasting model is accurate and evaluate its performance on unseen data? This is where backtesting comes in.·7 min read·Jul 18, 2023----
Davide BurbainTowards Data ScienceLocal vs Global forecasting: What you need to knowA comparison of Local and Global approaches to time series forecasting, with a Python demonstration using LightGBM and the Australian…·9 min read·May 2, 2023----