Overview of this course Intro to AI How to create basic AI application Chat bot using DialogFlow AI Architecture AI Types
NLP Speech Recognition
ML Intro ML Algorithm & its types
Classification: i) Binary Classification ii) Multi Class Classification Prediction / Regression : i) Linear Regression ii) Logistic Regression
SLR MLR
Decision Tree
Random Forest
KNN SVM
How to install Python & Libraries | Basics of python Programming for AI.COMPUTER VISION Introduction to Computer Vision How to install computer vision libraries
What is Reinforcement
Moving Object Detection & Tracking using Open CV Face Detection & Tracking using Open CV Object Tracking Based on Colour using Open CV Face Recognition using Open CV
Introduction to DL How to Install DL Libraries Algorithm Types i)CNN
Projects: 1)Leaf Disease 2)Driver Drowisness - Hand cascade Classifier 3)Forest Fire - HSV 4)Leaf Disease Detection with Binary Classification using CNN Algorithm 5)Eye Tumor 6)Solar Crack Detection 7)Brain Tumor 8)Sepsis 9)Oil Spill Detection 10)Vehicle Speed using Tensor flow 11)Forest fire using Tensor flow