| Part | Description | Link |
|---|---|---|
| 1 | ML/DL Data Science introduction part 1 | |
| 2 | ML introduction, NLP & best practice part 2 | [pdf] (https://github.com/lampts/vietai/blob/master/Part2_PracticalDS_v5_final.pdf) |
| 3 | Embedding | [pdf] (https://github.com/lampts/vietai/blob/master/Part3_NLP_Embedding_v5.pdf) |
| 4 | ML/DL applications, tools, people | [pdf] (https://github.com/lampts/vietai/blob/master/Part4_DL_standard_tools_final_03.pdf) |
| 5 | ML introduction from JAIST, Dr Ho Tu Bao | [pdf] (https://github.com/lampts/vietai/blob/master/L1-ML overview.pdf) |
Transform AI/DL/DS into real world applications for Vietnam. This open project is aimed to:
- build community: data lover, hacker, ML/DL practitioner
- contribute some real world projects in NLP, CV, ASR, TTS
Our best in class:
- Quoc Le (Google Brain): http://cs.stanford.edu/~quocle/
- Thang Luong (Google Brain): http://t.co/3zNHouUn
- Dustin (Columbia) http://dustintran.com/
- Thien (NYU) http://www.cs.nyu.edu/~thien/
- Hieu Pham (CMU) https://www.quora.com/profile/Hieu-Pham-20
- Ken Tran (Microsofts) http://www.kentran.net/
- Laurent Dinh (MILA):https://laurent-dinh.github.io/about/
- Core NLP based on deep learning stack: CNN, RNN for example: POS, NER, spell checker
- Word embedding for vietnamese
- apply pretrained models for image recognition and classfication like cover matching, book searching.
- transportation problems
- healthcare problems
- voice search
- acoustic classification