Deep Learning (NLP) | Notion

Title	Page	Status
NLP Trends (Weekly NLP)	“NLP Trends” Page	Processing
PyTorch Framework	“PyTorch” Page	Processing
NLP	“NLP” Page	Processing
Online Lecture	“Online Lecture to Bloging” Page	Processing
BIGLeader	“BigLeader Online Lecture” Page	Processing
MLOps	“MLOps” Page	Not Yet

Page Map

Online Lecture to Bloging

BigLeader Online Lecture

🔥 Main Roadmap

→ After below contents, start roadmap

[x] Advanced Python (Complete)
[x] Must Have Top 10 Algorithm (Complete)
[ ] PyTorch Framework (ing)

Best Way to implementation in ‘NLP’

[x] Introduce for NLP task
PREPROCESSING
- [x] Corpus preprocessing
- [x] one-hot encoding
- [x] tf-idf
- [x] word2vec
- [x] glove
- [x] n-gram
[x] CNN (1 day) *****
[x] RNN (1 week) *****
[x] LSTM (2 days) *****
[x] GRU (2 days) *****
[x] Seq2Seq(3 days) *****
[x] Attention Algorithm (1 days) *****
[x] Encoder / Decoder (3 days) *****
[ ] Transformer (1 week) *****
[ ] Ssukzip Refactoring *****

**Github : https://github.com/ash-hun/my_nlp_research**