ai

All the articles in category "ai".

• [AI] 2-1. 初試神經網路-手寫辨識 mnist

  2024-12-15 · neural-network mnist tensorflow

  First trial for neural network using mnist

• [AI] 1-3. 深度學習的發展

  2024-12-06 · deep-learning gpu activation-function

  The development of deep learning

• [AI] 1-2. 機器學習的基礎技術

  2024-12-03 · naive-bayes logistic-regression probabilistic-modeling

  The fundamentals of Machine Learning

• [AI] 1-1. 何謂人工智慧?

  2024-12-03 · artificial-intelligence machine-learning deep-learning

  What is artificial intelligence?

• 基於 Ollama 和 LangChain 的 Naive RAG 實作(搭配 streamlit UI)

  2024-07-30 · genai rag ollama

  本文將介紹一個使用 Streamlit、Ollama 和 LangChain 構建的文件查詢系統。

• [ML] 選擇 loss function/ optimizer/ metrics

  2024-02-14 · machine-learning deep-learning

  Optimizer

• [ML] General guide on ML

  2024-01-14 · machine-learning

  general guide on machine learning

• [ML] sample1 - 手寫數字辨識

  2023-10-28 · software-architecture

• [ML] Start Tensorflow Environment with Conda

  2023-10-11 · machine-learning

• [ML] 01. 機器學習基本概念簡介

  2023-08-02 · machine-learning

  什麼是機器學習，機器學習任務，監督式學習的運作流程