Masters/Postgraduate Artificial Intelligence and Expert Systems resources

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Masters/Postgraduate Artificial Intelligence and Expert Systems resources

By Maysa khalil
State space search methods image

A State space is the set of all states reachable from the initial state by applying the appropriate control strategy and search method. State space search is a problem-solving technique used in Artificial Intelligence...

By Artificial Intelligence
K-Nearest Neighbour (KNN) Algorithm with Example image

This hand-written well-organized document teaches the K-Nearest Neighbour (KNN) Algorithm with Example.

By Artificial Intelligence
K-Means Algorithm with multiple examples (1D and 2D Data) image

This hand-written well-organized document explains clustering and K-Means algorithms with multiple examples of 1-D data (set of values) and 2-D data (table of values).

By Artificial Intelligence
Implementation of XOR Gate using Neural Network image

This hand-written document implements the XOR gate using Neural Network. It shows all calculations step-by-step.

By Artificial Intelligence
Decision Tree Example (Tennis Example) image

This hand-written well-organized document teaches the decision tree by example. It takes a small dataset and generates decision tree by calculating entropy, information gain and gain. The algorithm is implmeneted...

By Artificial Intelligence
Decision Tree Example (Profit Example) image

This hand-written well-organized document teaches the decision tree by example. It takes a small dataset and generates decision tree by calculating entropy, information gain and gain. The algorithm is implmeneted...

By Artificial Intelligence
Back Propagation in Multi Layer Perceptron image

This hand-written document explains Back Propagation in Multi Layer Perceptron using an example neural network.

By Computer Scientist
The Impact of Robotics and Automation on the Future of Urban Planning and Smart Cities. image

The future of urban planning and smart cities is being profoundly shaped by robotics and automation. These technologies are revolutionizing how we design, construct, and manage urban environments. Robotics, such as 3D...

By Learning Zone
AI and Business Intelligence image

AI is the simulation of human intelligence in machines, allowing them to learn from data, make decisions, and perform tasks like humans. It encompasses technologies such as machine learning, natural language...

By osinachi mbah
Detailed notes on Multi-agent Systems image

This notes describes the behaviour of multi-agents in an environment and their communial and competitve interactions among themselves. In reinforcement learning, an agent is placed in an environment to autonomously...