Artificial Intelligence and its Application

Qualifications: Any AI passionate students Grade 7 – 12 can join this class, no prior programming skills necessary.

Program start date: Nov 1, 2022. Every Week

    Time: 2022 07:30 PM Eastern Time (US and Canada)

     Join Zoom Meeting
     https://us02web.zoom.us/j/3995723786

     Meeting ID: 399 572 3786

We will cover Topics 

Applying AI in real world applications

•      Self driving cars
•      Marketing
•      Enhanced image
•      Social media
•      Surveillance
•      Agriculture
•      Customer service
•      Game
•      Healthcare
•      Bank fraud detection
•      Smart Home
•      Travel traffic management
•      Space Exploration, solar system
•      Chatbots

Python Basics & Python Libraries

• Pandas
• NumPy
• Matplotlib
• Seaborn
• Scikit-learn

Artificial Intelligence/Machine Learning

• • Basics

• Supervised learning

• • • •     Regression analysis
    •        Linear regression
    •        Decision tree
    •        Random forests
    •        Neural Networks
      • Classification
    •        Logistics regression analysis
    •        Support Vector Machine
      •        Navie Bayes
      •        Decision tress
      •        random forest
      •        neural network

• Unsupervised Learning

• •       Clustering
  •       Dimensionality reduction
  • Reinforced Learning