我是一名BNU-HKBU的毕业学生,目前的研究方向是大语言模型。目前正在准备攻读研究型硕士/博士。
我的研究领域包括:
- 大语言模型
🎓 学历
📚 课程
level 1:
- Calculus I(Main Book: Calculus: Early Transcendentals)
- Linear Algebra(Main Book: Introduction to Linear Algebra)
- Calculus II(Main Book: Calculus: Early Transcendentals)
- Linear Algebra II(Main Book: Linear Algebra and Its Applications)
- Structure and Interpretation of Computer Programs
- Fundamental Statistics and Probability (Main Book: Statistical Inference)
- Discrete Mathematics(Main Book: Discrete Mathematics and Its Applications)
- Data Processing Workshop with Python(Main Book: Python Data Science HandMain Book: Essential Tools for Working with Data)
level 2:
- Introduction to Analysis
- Introduction to Algebra
- Abstract Linear Algebra
- Computer Systems Principles
- Data Structures and Algorithms(Main Book: dsacpp-3rd-edn)
- Design and Analysis of Algorithms
- Statistical Inference
- Data Mining
- Overview of Machine Learning(Main Book: Machine Learning Zhi-Hua Zhou)
- Overview of Deep Learning
- Numerical Computation
- Statistical Computation(Book: Statistical Computing with R)
- Optimization Methods
level 3:
- Real Analysis
- Complex Analysis
- Probability Theory
- Mathematical Statistics
- Learning Method
- Machine Learning - Bayes
- Machine Learning - Stat
- Deep Learning
- Reinforcement Learning
- Natural Language Processing - A Machine Learning Perspective
- Natural Language Processing
- Systems for ML
- Mining of Massive Datasets
- Operating System
- Competitive Programming
level 4:
🤖 开源项目
深度学习调优指南(2.7k+⭐)