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Advanced Machine Learning Techniques with Virgilio: Neural Networks and Deep Learning

Overview

Skills Needed

Take your machine learning skills to the next level with Virgilio. Learn advanced techniques like neural networks, deep learning models, and transfer learning to solve complex problems and build innovative AI applications.

  • Proficiency in machine learning fundamentals
  • Familiarity with deep learning concepts

Outline

  • Advanced Machine Learning Concepts
  • Introduction to Neural Networks
  • Deep Learning Models and Architectures
  • Convolutional Neural Networks (CNNs)
  • Recurrent Neural Networks (RNNs)
  • Transfer Learning and Fine-tuning
  • Generative Adversarial Networks (GANs)
  • Reinforcement Learning Techniques
  • Real-world Applications of Deep Learning
  • Best Practices for Deep Learning with Virgilio
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