InThe Quantastic JournalbyNahid Ahmadvand·Oct 8When Prophet Loses to “Repeat Last Week,” Which Model Is Actually Teaching You Something?A Box–Cox transformation cut Prophet’s held-out MAE by nearly a third. A seasonal-naive benchmark then won that 30-day window, and five…A response icon1A response icon1
Shyma·Sep 15Forecasting the Invisible: What Predicting London’s Air Quality Taught Me About Facebook ProphetMeta’s Time Series Library, Made Practical: A Real-World Case Study of London Air Pollution
Rakul Pravin RK·Jul 28I Built a Fully Automated ML Pipeline on GCP for ~$14 a Month — Here’s What I LearnedA weekend project that turned into a production-grade forecasting system — and taught me more about real MLOps than any tutorial.
Saif Firdosi·Mar 30Rethinking Demand Forecasting in CPG: A Practical View on ProphetForecasting in the CPG domain often sounds straightforward — look at the past sales, identify patterns and project them forward. But once…
InTowards AIbyNikumbhdeepti·Feb 13Product Forecasting through Time Series Analysis (Modelling)This article is Part 3 of the blog series “Product Sales Forecasting through Time Series Analysis”. Here, we focus on designing and…
Adhwaith Shankara Narayanan·Feb 1End to End Time Series Forecasting with SARIMAX and ProphetIntroduction: What Is Time Series Data?
InPython in Plain EnglishbyEduardo Polaco·Oct 28, 2025Context is King: Why My Random Forest Beat the Time Series SpecialistA surprising result comparing Prophet and Random Forest for sales forecasting, and the crucial lesson it taught me about data.
Pavansingu·Oct 7, 2025Time series forecasting and experiment tracking with MLFlow“We put time series forecasting models to the test - tracking every experiment, comparing performances to see which model predicts the…
Pradakshinatripathi·Aug 20, 2025HireIntel: Predicting Job Trends with Tableau + Python (Part 3)Introduction
lastella·Jul 18, 2025How I Used Holiday Effects to Fix a Broken Forecast: A Data Analyst’s Approach with Facebook…“Forecasting is not about guessing the future — it’s about understanding the past, with context.”
