Portfolio/Recession Predictor
Machine LearningMachine Learning

Recession Predictor

A sophisticated machine learning system that predicts economic recessions using data from the Federal Reserve Economic Data (FRED). Features comprehensive backtesting, exploratory data analysis, feature engineering, and model deployment capabilities. Provides charts and visualizations for economic forecasting.

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Project Duration

Nov 2024Nov 2024

Client

Financial Analytics ClientNDA

Key Features

Economic data integration
Recession probability prediction
Backtesting framework
Feature engineering
Interactive charts
Model deployment

Technology Stack

PythonMachine LearningFRED APIPandasScikit-learnMatplotlib

Project Metrics

87%
accuracy
1000+
dataPoints
12 months
forecast

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