Artificial Intelligence with Python - Deep Neural Networks [Video]

By Prateek Joshi

This course has been retired. Check out the alternatives below

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Object Detection and Tracking
- The Course Overview
- Installing OpenCV
- Frame Differencing
- Tracking Objects Using Colorspaces
- Object Tracking Using Background Subtraction
- Building an Object Tracker Using the CAMShift Algorithm
- Optical Flow Based Tracking
- Face Detection and Tracking
Artificial Neural Networks
- Introduction to Artificial Neural Networks
- Building a Perceptron Based Classifier
- Constructing Single and Multilayer Neural Networks
- Building a Vector Quantizer
- Analyzing Sequential Data Using Recurrent Neural Networks
- Visualizing Characters in an Optical Character Recognition Database
- Building an Optical Character Recognition Engine
Reinforcement Learning
- What Is Reinforcement Learning?
- Creating an Environment
- Building a Learning Agent
Deep Learning with Convolutional Neural Networks
- What are Convolutional Neural Networks?
- Building a Perceptron-Based Linear Regressor
- Building an Image Classifier Using a Single Layer Neural Network
- Building an Image Classifier Using a Convolutional Neural Network