Davide BurbainStackademicClient-Side Sentiment AnalysisPreserve privacy and reduce server costs by running AI models on the browser.Jan 161Jan 161
Davide BurbainStackademicAutomated Web Scraping with GPT and Google SearchHow to use language models to build structured datasets with OpenAI, BeautifulSoup, and googlesearch-python.Nov 21, 2023Nov 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.Nov 7, 2023Nov 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.Sep 4, 20231Sep 4, 20231
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.Aug 15, 20231Aug 15, 20231
Davide BurbainTowards Data ScienceForecast Multiple Horizons: an Example with Weather DataPredict precipitations in Switzerland by using the forecasting horizon as a feature.Aug 6, 20231Aug 6, 20231
Davide BurbainTowards Data ScienceForecasting API: an Example with Django and Google TrendsBuild a web application to predict the evolution of Google Trends.Aug 1, 2023Aug 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 whyJul 20, 20231Jul 20, 20231
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.Jul 18, 2023Jul 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…May 2, 2023May 2, 2023