Python – AI and ML

PHP Web Technology
September 18, 2019
Raspberry PI
September 18, 2019

Python - AI and ML

  1 Month

  • What is Artificial Intelligence?
  • Different Concepts in AI
  • Human – AI
  • Python – Idle
  • Basic Python Program
  • What is Machine Learning?
  • Supervised ML Algorithm
  • Unsupervised ML Algorithm
  • Reinforcement ML algorithms
  • Importing the useful packages
  • Supervised - Gaussian naive bayes
  • Supervised - Support Vector Machines (SVM)
  • Supervised - Logistic Regression
  • Supervised - Random Forest Classifier
  • Unsupervised - K-means clustering algorithm
  • Unsupervised - Mean Shift clustering Algorithm
  • Unsupervised - K-Nearest Neighbors (KNN) Classifier
  • Introduction to computer vision
  • Image Processing
  • Opencv Installation
  • Anaconda Installation
  • Importing the useful packages
  • Image and Video example codes
  • Mini Project  ML - Face detection
  • Mini Project  Object detection
  • Mini Project  ML – Iris Flower
  • Mini Project  ML – Finger Detection