Graduate & Undergraduate Courses

• Machine Learning and Statistical Data Analysis [Fall 2023, Spring 2022]
• Transforming Healthcare through Machine Learning: Challenges and Opportunities [Winter 2023, Fall 2021]

Resources

• Books
  • Speech and Language Processing [link]
  • Machine Learning with TensorFlow [link]
  • Deep Learning with Python [link]
  • Natural Language Processing in Action [link]
  • Deep Learning [link]
• Courses
  • CMU Advanced NLP course [Advanced NLP]
  • Deep Learning Specialization (all courses) [link]
  • NTU NLP course [Deep NLP]
  • TensorFlow Specialization [DeepLearning.AI]
  • Natural Language Processing with Deep Learning [CS224n]