Joshua Personal Notes

Machine Learning

Resources

Model Representation

Fundamental Segmentation of Machine Learning Models

All machine learning models are categorized as either supervised or unsupervised. If the model is supervised, it’s then sub-categorized as either a regression or classification model.

Understanding the Mean Squared Error

Minimizing the cost function: Gradient descent

12/15/2022 Updated on: 12/15/2022
  • Machine Learning

On this page

  1. Resources
    1. Model Representation
    2. Understanding the Mean Squared Error
    3. Minimizing the cost function: Gradient descent
  • Robotics
    • Medical Robotics
      • Phantom
    • Universal Robot
    • KUKA
    • Robotiq
  • PLC
    • Simulation
    • OPC UA
      • Learning asyncua (Python)
    • Siemens
    • HMI
    • Thorlabs
  • Software
    • Remote Desktop
    • GUI
  • Hardware
    • Cameras
  • Programming
    • Git
    • ROS2
      • Setup Quick Source
      • Debugging
      • Migrating from ROS1
      • Motion Planning
      • Gazebo Simulation
      • Unity Simulation
    • C++
      • CMake
      • Code Snippet
      • Doxygen
      • My Note
    • Python
      • Pyvista/Trimesh
    • Node.js
    • Linux
      • Bash Scripting
      • 文件权限代码解释
    • RTOS
    • Qt
      • Build Qt with CMake
      • Setup Quick Source
    • Network
    • Website
    • Android
    • 3D Graphcs
      • VTK
        • Setup Quick Source
      • 3D Slicer
    • 3D Reconstruction
    • AR/VR
    • Machine Learning
    • Deep Learning
    • Data Analysis
    • Optimization
  • Courses & Books
    • C++
    • Engineering Modeling
  • Beblical Hebrew
  • Tags
    • ROS2
    • C++
    • Python
liushuya7@gmail.com
  • Tags
    • ROS2
    • C++
    • Python
liushuya7@gmail.com
  • Robotics
    • Medical Robotics
      • Phantom
    • Universal Robot
    • KUKA
    • Robotiq
  • PLC
    • Simulation
    • OPC UA
      • Learning asyncua (Python)
    • Siemens
    • HMI
    • Thorlabs
  • Software
    • Remote Desktop
    • GUI
  • Hardware
    • Cameras
  • Programming
    • Git
    • ROS2
      • Setup Quick Source
      • Debugging
      • Migrating from ROS1
      • Motion Planning
      • Gazebo Simulation
      • Unity Simulation
    • C++
      • CMake
      • Code Snippet
      • Doxygen
      • My Note
    • Python
      • Pyvista/Trimesh
    • Node.js
    • Linux
      • Bash Scripting
      • 文件权限代码解释
    • RTOS
    • Qt
      • Build Qt with CMake
      • Setup Quick Source
    • Network
    • Website
    • Android
    • 3D Graphcs
      • VTK
        • Setup Quick Source
      • 3D Slicer
    • 3D Reconstruction
    • AR/VR
    • Machine Learning
    • Deep Learning
    • Data Analysis
    • Optimization
  • Courses & Books
    • C++
    • Engineering Modeling
  • Beblical Hebrew