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Tsinghua University

深度学习训练营

Tsinghua University via XuetangX

Overview

《深度学习》训练营是由清华大学副教授胡晓林老师主讲,理论实践紧密结合的教学产品。《深度学习》训练营内容覆盖了深度学习主流算法,如NN,RNN,CNN,LSTM;项目专门设计了6大实战案例,涉及医疗,出行,自然语言处理等多个应用领域!

Syllabus

  • 简介
    • 数学和机器学习基础
      • 回归和分类
        • 多层感知机
          • 卷积神经网络
            • 深度学习模型的训练技巧II
              • 深度学习在计算机视觉中的应用
                • 反馈神经网络
                  • 深度学习在自然语言中的应用
                    • 深度产生式模型

                      Taught by

                      Xiaolin Hu,

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