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AutoML
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Financial Analysis
Vertex AI AutoML Sentiment Analysis
Academic Project
Dec 2024 - Dec 2024
Overview
A project leveraging Google Cloud Vertex AI AutoML capabilities to build and evaluate a sentiment analysis model for financial text.
Role
AI Researcher
Project Details
Utilized Google Cloud Vertex AI AutoML to create a sentiment analysis model using the Financial Phrase Bank dataset.
Processed data and trained a tabular classification model.
Evaluated the model using performance metrics like Precision, Recall, F1 Score, PR AUC (0.941), and ROC AUC (0.967).
Technologies
Google Cloud Vertex AI
AutoML
Python
Tools
Google Cloud Vertex AI
AutoML
Python
Skills Applied
Cloud AI
Data Processing
Model Evaluation