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dl-nlp-llm-l1's Introduction

深度学习（偏NLP/LLM方向）共学

  • 学习目标：熟练掌握与大模型相关的深度学习基础理论
  • 课程来源：吴恩达的《深度学习专项》+ 《Attention is All You Need》代码注释实现
  • 课程周期：10周
  • 学习形式：自主学习课程并完成作业，固定会议对上周作业进行答疑
  1. 机器学习和神经网络-神经网络基础
  2. 机器学习和神经网络-浅层神经网络
  3. 机器学习和神经网络-深层神经网络
  4. 神经网络优化1
  5. 神经网络优化2
  6. 序列模型-循环序列模型
  7. 序列模型-自然语言处理与词嵌入
  8. 序列模型-序列模型和注意力机制
  9. Transformer论文学习实现1
  10. Transformer论文学习实现2

dl-nlp-llm-l1's People

Contributors

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