Social Media Ideas for Forecasting

Demand Forecasting That Scales Across Thousands of SKUs

How modern time-series models beat spreadsheets for inventory planningContinue reading on Medium »

Time Series Demystified Part 5

Can We Predict the Future? What the Science of Forecasting Actually SaysContinue reading on Medium »

Predicto Atlas: One Model to Forecast Them All

A single deep learning model trained across 528 stocks, built to forecast volatility.Continue reading on Medium »

Your Sales Forecast Is Fine. Your Cash Forecast Is Fiction.

A production blueprint for predicting daily B2B customer payments with two-stage LightGBM — and the traps nobody warns you about.Continue reading on Medium »

What Is Supply Chain Forecasting?

Five Demand-Forecasting Mistakes Supply Chain Leaders Are Rethinking

For years, supply chain organizations approached demand forecasting by looking backward, with historical sales trends, seasonal cycles and prior purchasing behavior forming the fou...

Towards socially responsible forecasting: Identifying and typifying forecasting harms

Data-driven organizations around the world routinely use forecasting methods to improve their planning and decision-making capabilities. Although much research exists on the harms...

Forecasts and Nowcasts

The August Survey of Professional Forecasters is out: Figure 1: GDP (bold black), Survey of Professional Forecasters (blue), GDPNow of 8/14 (light blue square), NY Fed nowcast of 8...

User Guide for Odoo Demand and Supply Forecasting

Odoo Demand and Supply Forecasting helps you make smarter inventory decisions using historical sales data and advanced forecasting models. With this module, you can generate accura...

Stock Forecasting Based on Deep-Learning: Returns up to 347.06% in 1 Year

Package Name: Insider Trades Recommended Positions: Long Forecast Length: 1 Year (7/13/25 - 7/13/26) I Know First Average: 62.82% Read The Full Forecast...

A Trading Forecast Can Be Accurate and Still Arrive Too Late

A new meta-ensemble treats reaction time as a first-class metric, reporting 58.7% directional accuracy and a 0.38-day signal lag — but its…Continue reading on Medium »

End-to-End Forecasting with TimesFM 2.5: Backtesting, Covariates, Anomaly Detection, and Scalable Colab Deployment

In this tutorial, we build an advanced end-to-end time-series forecasting workflow with TimesFM 2.5. We begin by configuring the runtime, installing the required dependencies, dete...

Stock Forecasting Based on Pattern Recognition: Returns up to 381.39% in 1 Year

Package Name: Insider Trades Recommended Positions: Long Forecast Length: 1 Year (7/21/25 - 7/21/26) I Know First Average: 71.18% Read The Full Forecast...

Forecasting AI, Harnesses, Applications, and Tools in 3–6 Months

November 2026 and Feb 2027 projections by extrapolating the recent doubling rates. Doubling times are taking ~4 months for the amount of human work time AI can perform. Another ~1....

Microsoft Excel Offers 5 Distinct Revenue Forecasting Methods

Forecasting revenue is a crucial process for businesses aiming to make informed financial decisions and plan for sustainable growth. In this walkthrough, Kenji explains five distin...

Predictive Marketing Analytics: How to Forecast Campaign Performance Before You Spend

Marketing is changing quickly as data transforms how businesses plan spend and measure performance. The ability to forecast campaign results The post Predictive Marketing Analytics...

‘garchf’: GARCH probabilistic forecasting with package ‘forecast’-style interface (and ‘rugarch’ under the hood)

The package garchf wraps the extensive GARCH modeling machinery in rugarch behind a forecast-style interface, so that GARCH-based forecasts can be produced, plotted, and evaluated...

Stock Forecasting Based on Deep-Learning: Returns up to 9.34% in 3 Days

Package Name: Insider Trades Recommended Positions: Long Forecast Length: 3 Days (7/12/26 - 7/15/26) I Know First Average: 2.67% Read The Full Forecast...

Stock Forecasting Based on Artificial Neural Networks: Returns up to 358.29% in 1 Year

Package Name: Insider Trades Recommended Positions: Long Forecast Length: 1 Year (7/14/25 - 7/14/26) I Know First Average: 65.49% Read The Full Forecast...

5 Essential Techniques for Better Inventory Forecasting Management

Discover 5 essential inventory forecasting techniques to enhance your management strategies. Improve accuracy, reduce costs, and optimize stock levels with our expert tips and insi...

California could unlock $100M-$200M in annual water value by using better forecasts at 20 reservoirs

To boost water availability in California, advanced weather forecast models can play a crucial role. Implementing Forecast-Informed Reservoir Operations may yield an additional 315...

Budgeting vs. Forecasting: What's the Difference and Why It Matters

Quick answer: A budget is a fixed financial plan set once, typically annually, that outlines expected revenue and expenses. A forecast is a dynamic projection, updated regularly, t...

Predict Customer Behavior From Sales -- 2

I will supply our historical sales data in CSV format, already cleaned of obvious entry errors but otherwise untouched. Your task is to run a full predictive analysis aimed at unde...

Stock Forecasting Based on Genetic Algorithms: Returns up to 43.64% in 1 Month

Package Name: Insider Trades Recommended Positions: Long Forecast Length: 1 Month (7/31/26 - 8/31/26) I Know First Average: 18.18% Read The Full Forecast...