PHP Web Technology
September 18, 2019Raspberry 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