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Introduction to Apache Singa

Overview

Skills Needed

Learn Apache Singa basics for deep learning. Explore neural networks, distributed training, and more. Enroll now!

  • Basic knowledge of machine learning concepts
  • Understanding of neural networks

Outline

  • Introduction to Apache Singa
  • Understanding Deep Learning Concepts
  • Singa Architecture Overview
  • Neural Network Fundamentals
  • Model Training and Optimization
  • Distributed Deep Learning with Singa
  • Model Evaluation and Validation
  • Building Custom Neural Network Architectures
  • Transfer Learning Techniques
  • Best Practices for Deep Learning with Apache Singa
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