คลิปสำหรับวิชา Programming for NLP คณะอักษรศาสตร์ จุฬาลงกรณ์มหาวิทยาลัย ปี 2564 โดย ผศ. ดร.อรรถพล ธำรงรัตนฤทธิ์ เว็บไซต์ของวิชาและแบบฝึกหัด attapol.github.io/programming
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[NLP 2023] 13 - Transformer-based Encoder-Decoder Model และภาพรวมการสร้างระบบ NLP
[NLP 2023] 12 - Recurrent Neural Network for Sequence Tagging Model
[NLP 2023] 10 - Information Retrieval II
[NLP 2023] 11 - Information Extraction and Conditional Random Fields
[NLP 2023] 9 - Information Retrieval I
[NLP 2023] 8 - Neural Language Models: RNN, GRU, LSTM, GPT, and ChatGPT
[NLP 2023] 7 - N-Gram Language Modeling
[NLP 2023] 6 - Convolutional Neural Network for Text Classification
[NLP 2023] 5 - Word embeddings and Feedforward Neural Network
[NLP 2023] 4 - Machine Learning and sentiment analysis with scikitlearn
[NLP 2023] 3 - Text Classification with Logistic Regression
[NLP 2023] 2 - Text Classification with Naive Bayes
[NLP 2023] 1 - What is Natural Language Processing?
[Web Scraping] 4 beautifulsoup essentials
[Web Scraping] 3 HTML Basics for scrapers
[Web Scraping] 2 Web browser คืออะไร
[Web Scraping] 1 Scraping คือขูดอะไร
[Intro NLP] 4 Latent Dirichlet Allocation Topic Modeling
[Intro NLP] 2 Basic Text Data Cleaning and Processing
[Intro NLP] 3 Machine Learning X NLP
[Intro NLP] 1 What is Natural Language Processing?
[Seq2seq model - NLP] 5 Attention Mechanism
[Seq2seq model - NLP] 6 การคำนวณหา Attention