Resources
I want to share some of the amazing online resources I have utilized during my learning. I have went through all the resources listed and think they are excellent in quality.
CS224n Natural Language for Processing with Deep Learning
Truly amazing course on NLP offered publicly by Stanford. The class made recordings publicly available. Also include five well-structured assignments and final projects to give you hands-on experience.
tags: ✅Lecture videos ✅Assignment ✅ Free 💡NLP 💡Transformers/LLM
CS329s Machine Learning System Design
Machine learning course that offers you a comprehensive view into the industry. It focuses on exploring and tackling different problems for real-world machine learning systems.
tags: ✅Lecture slides/notes ✅Free ❌Lecture videos
Udemy Ultimate AWS Certified Cloud Practitioner - 2022
Great online course as an introduction to AWS services. It provides a very comprehensive overview with some hands-on to help you better understand the concepts. Great preparation source for the Cloud Practitioner exam
tags: ✅Lecture videos/slides ❌Free💡AWS