Fall 2022 Weekly Logs
Template Weekly Log
Week 1 (Sept 25 - Sept 28)
Week 2 (Sept 29 - Oct 5)
Week 3 (Oct 6 - Oct 12)
Week 4 (Oct 13 - Oct 19)
Week 5 (Oct 20 - Oct 26)
Week 6 (Oct 27 - Nov 2)
Week 7 (Nov 3 - Nov 9)
Week 8 (Nov 10 - Nov 16)
Week 9 (Nov 17- Nov 23)
Week 10 (Nov 24 - Nov 30)
Winter 2022 Weekly Logs
Week 3 (Jan 23 - Jan 29)
Spring 2023 Weekly Logs
Notes:
CS165B Notes:
CS165B Lin Alg Review
CS165B Perceptrons
CS165B Probability
CS165B Linear Regression
CS165B Gradient Descent
CS165B Logistic Regression
CS165B - Wang - 1
Research Papers:
How to Read an Engineering Research Paper
VMotion: Designing a Seamless Walking Experience in VR
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey
Sequence to Sequence Learning
with Neural Networks
BART: Denoising Sequence-to-Sequence Pre-training for Natural
Language Generation, Translation, and Comprehension
Language Models are Few-Shot Learners
Miscellaneous Model Notes:
HG News Text Classification Model
BERT Video Series
Machine Learning - Andrew Ng
ML - Andrew Ng - Unit 1
ChatGPT Questions:
ChatGPT - BERT
Meetings:
Winter Meeting #1
NLP Research Meetings
New Language Models
Methods of Metric Measuring
Mentor Research Meetings
Mentor Research Meeting #2
Mentor Research Meeting #3
Mentor Research Meeting 4/14
Complete Deep Learning Playlist
Introduction to Neural Network and Deep Learning
How does Neural Network Work
How to Train Multilayer Neural Network and Gradient Descent