Project 4 - Data Analysis Platform

Jul 25, 2023

Data Analysis Machine Learning Cloud Big Data
Project 4 - Data Analysis Platform

Project 4 - Data Analysis Platform

Overview

Built a cloud-based data analysis platform capable of processing large datasets with integrated machine learning capabilities for predictive analytics.

Technical Details

  • Backend: Python with Django framework
  • Cloud: AWS infrastructure with auto-scaling
  • ML Framework: TensorFlow for predictive models
  • Data Processing: Apache Spark for distributed processing

Gallery

Data Dashboard Model Performance

Results

  • Processed 10TB+ of data daily
  • Improved prediction accuracy by 35%
  • Reduced processing time by 60%