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  • Java in AI Era

Foundations of Machine Learning

  • Introduction to Machine Learning
  • Data and Problem Framing
  • Supervised Learning: Regression
  • Supervised Learning: Classification
  • Hands-on Project: Regression and Classification

Advanced Supervised and Unsupervised Learning

  • Decision Trees and Ensemble Methods
  • Neural Networks
  • Unsupervised Learning
  • Model Optimization
  • Hands-on Project: Supervised and Unsupervised Learning

ML Applications and Best Practices

  • Recommender Systems in ML
  • Deep Learning Applications
  • Reinforcement Learning
  • ML Best Practices
  • Capstone Project: Fraud Detection System