C LANGUAGE

Introduction

  • Overview of this course Intro to AI How to create basic AI application Chat bot using DialogFlow AI Architecture AI Types

AI

  • NLP Speech Recognition

Machine Learning

  • ML Intro ML Algorithm & its types

Supervised Algorithm

  • Classification: i) Binary Classification ii) Multi Class Classification Prediction / Regression : i) Linear Regression ii) Logistic Regression

Linear Regression

  • SLR MLR

Decision Tree

  • Decision Tree

Ensemble Learning

  • Random Forest

Instance Based

  • KNN SVM

Open CV

  • How to install Python & Libraries | Basics of python Programming for AI.COMPUTER VISION Introduction to Computer Vision How to install computer vision libraries

Reinforcement

  • What is Reinforcement

Open CV

  • 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

Deep Learning

  • Introduction to DL How to Install DL Libraries Algorithm Types i)CNN

Workouts

  • 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