Python 社群網路聲量分析實作

Python 社群網路聲量分析實作

Playground API 申請

• https://platform.openai.com/playground

課程內容 (20230813)

• https://colab.research.google.com/drive/1ZAeRqlWPHDqpsafKB-51pcmliVUauI6h?usp=sharing

課程內容 (20230806)

• https://colab.research.google.com/drive/18jeg1XQ4PQl6mu86VM_-cn5KNZU6D7z9?usp=sharing

課程內容 (20230415)

• https://colab.research.google.com/drive/12Ht_S_8zbW8W9D3dUn9Y7DSt-4J9U65S?usp=sharing

課程內容 (20230422)

• https://colab.research.google.com/drive/1Z5YlUErToEvxO3u6dPKgnOfnKSDDP5i9?usp=sharing

Python 開發工具簡介

Anaconda 安裝說明

• https://www.youtube.com/watch?v=uzInb5gbl4M&t=779s

Colab 操作說明

• https://www.youtube.com/watch?v=uzInb5gbl4M&t=1281s

ChatGPT

• https://chat.openai.com/

Claude

• https://claude.ai/

Bard

• https://bard.google.com/

Data Visulization

• https://www.youtube.com/watch?v=jbkSRLYSojo

網路爬蟲

• https://colab.research.google.com/github/ywchiu/sns_mining/blob/main/code/20230415_web_crawler.ipynb

資料庫與敘述性統計

• https://colab.research.google.com/github/ywchiu/sns_mining/blob/main/code/20230415_database_and_statistics.ipynb

文字探勘

• https://colab.research.google.com/github/ywchiu/sns_mining/blob/main/code/20230415_text_mining.ipynb

詞袋模型

• https://colab.research.google.com/github/ywchiu/sns_mining/blob/main/code/20230415_bag_of_words.ipynb

Word2Vec

• https://colab.research.google.com/github/ywchiu/sns_mining/blob/main/code/20230422_word2vec.ipynb

BERT

• https://colab.research.google.com/github/ywchiu/sns_mining/blob/main/code/20230422_BERT.ipynb

GPT2 & Embedding

• https://colab.research.google.com/github/ywchiu/sns_mining/blob/main/code/20230422_GPT2_training.ipynb

ChatGPT

• https://colab.research.google.com/github/ywchiu/sns_mining/blob/main/code/20230422_ChatGPT.ipynb

LlamaIndex 與儀表板

• https://colab.research.google.com/github/ywchiu/sns_mining/blob/main/code/20230422_llamaindex_dashboard.ipynb