Using AI to Transform Search

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    Course

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    Online

  • Start date

    Different dates available

Make your searches more responsive and smarter by applying Artificial Intelligence to it.With the emergence of big data and modern technologies, AI has acquired a lot of relevance in many domains. The increase in demand for automation has generated many applications for AI in fields such as robotics, predictive analytics, finance, and more.In this course, you will understand what artificial intelligence is. It explains in detail basic search methods: DFS (Depth First Search), BFS (Breadth First Search), and A* search, which can be used to make intelligent decisions when the initial state, end state, and possible actions are known. Random solutions or greedy solutions can be found for such problems. But these are not optimal in either space or time and efficient approaches in time and space will be explored. We will also understand how to formulate a problem, which involves looking at it and identifying its initial state, goal state, and the actions that are possible in each state. We also need to understand the data structures involved while implementing these search algorithms as they form the basis of search exploration. Finally, we will look into what a heuristic is as this decides the quality of one sub-solution over another and helps you decide which step to take.About the AuthorDevangini Patel is a Ph.D. student at the National University of Singapore, Singapore. Her research interests include Deep Learning, Computer Vision, Machine Learning and Artificial Intelligence. She has completed masters in Artificial Intelligence from University of Southampton, UK. She has over 5 years of experience in the field of AI and has worked on various industrial and research projects in AI including facial expression analysis, robotics, virtual try-on, object recognition and detection and advertisement ranking.

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Start date

Online

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Different dates availableEnrolment now open

About this course

Where searches can be used
Understand the algorithms that can be used to make decisions more intelligent
Formulate a problem, that is, specify its initial state, goal state, and actions
Translate the concepts of the selected search algorithm into code
Compare how basic search algorithms will perform for the application

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This centre's achievements

2021

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The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 4 years

Subjects

  • Artificial Intelligence
  • Installation
  • University
  • Install
  • AI
  • IT
  • IT Management
  • Technology
  • Information Systems
  • Information Systems management

Course programme

Shortest Time Search (Depth First Search) 9 lectures 46:45 The Course Overview This video provides an overview of the entire content. Installation and Setup Set up the environment, download and install the required libraries required for this title.
  • Download python, Graphviz, and Pip.
  • Run the installer and install these libraries.
  • Install pydot and matplotlib using the command prompt.
Introduction to File Search Application Understand the application that we will develop in this section by answering the questions.
  • What is search
  • What is file search
  • How does it work
Search Problem Formulation Understand and implement the concept of state and the three main ingredients of search problems by answering the questions.
  • Initial state: where do we start searching from
  • Successor function: how do we explore from the current state
  • Goal function: how do we know that we found the solution
Building Search Tree with Nodes Build a sample search tree by answering the questions.
  • What is a node
  • What are the properties and methods of node class
  • How can nodes be used to build trees
Stack Data Structure Understand stack data structure by answering the questions.
  • What is a stack
  • What are examples of stack
  • How do stack operations—Insertion and deletion—operate
DFS Algorithm Understand the practical working of DFS algorithm by answering the questions.
  • What is the flow of DFS
  • How the search ingredients are used
  • How stack data structure is used
Recursive DFS Understand recursive DFS by answering the questions.
  • What is recursion
  • How DFS can be made recursive
  • How is program stack used
Do It Yourself Explains an application that you can develop yourself.
  • Explains the application
  • Explains what changes need to be made to the existing DFS code for any application
  • Discusses what changes need to be made for this application
Shortest Time Search (Depth First Search). 9 lectures 46:45 The Course Overview This video provides an overview of the entire content. Installation and Setup Set up the environment, download and install the required libraries required for this title.
  • Download python, Graphviz, and Pip.
  • Run the installer and install these libraries.
  • Install pydot and matplotlib using the command prompt.
Introduction to File Search Application Understand the application that we will develop in this section by answering the questions.
  • What is search
  • What is file search
  • How does it work
Search Problem Formulation Understand and implement the concept of state and the three main ingredients of search problems by answering the questions.
  • Initial state: where do we start searching from
  • Successor function: how do we explore from the current state
  • Goal function: how do we know that we found the solution
Building Search Tree with Nodes Build a sample search tree by answering the questions.
  • What is a node
  • What are the properties and methods of node class
  • How can nodes be used to build trees
Stack Data Structure Understand stack data structure by answering the questions.
  • What is a stack
  • What are examples of stack
  • How do stack operations—Insertion and deletion—operate
DFS Algorithm Understand the practical working of DFS algorithm by answering the questions.
  • What is the flow of DFS
  • How the search ingredients are used
  • How stack data structure is used
Recursive DFS Understand recursive DFS by answering the questions.
  • What is recursion
  • How DFS can be made recursive
  • How is program stack used
Do It Yourself Explains an application that you can develop yourself.
  • Explains the application
  • Explains what changes need to be made to the existing DFS code for any application
  • Discusses what changes need to be made for this application
The Course Overview This video provides an overview of the entire content. The Course Overview This video provides an overview of the entire content. The Course Overview This video provides an overview of the entire content. The Course Overview This video provides an overview of the entire content. This video provides an overview of the entire content. This video provides an overview of the entire content. Installation and Setup Set up the environment, download and install the required libraries required for this title.
  • Download python, Graphviz, and Pip.
  • Run the installer and install these libraries.
  • Install pydot and matplotlib using the command prompt.
Installation and Setup Set up the environment, download and install the required libraries required for this title.
  • Download python, Graphviz, and Pip.
  • Run the installer and install these libraries.
  • Install pydot and matplotlib using the command prompt.
Installation and Setup Set up the environment, download and install the required libraries required for this title.
  • Download python, Graphviz, and Pip.
  • Run the installer and install these libraries.
  • Install pydot and matplotlib using the command prompt.
Installation and Setup Set up the environment, download and install the required libraries required for this title.
  • Download python, Graphviz, and Pip.
  • Run the installer and install these libraries.
  • Install pydot and matplotlib using the command prompt.
Set up the environment, download and install the required libraries required for this title.
  • Download python, Graphviz, and Pip.
  • Run the installer and install these libraries.
  • Install pydot and matplotlib using the command prompt.
Set up the environment, download and install the required libraries required for this title.
  • Download python, Graphviz, and Pip.
  • Run the installer and install these libraries.
  • Install pydot and matplotlib using the command prompt.
Introduction to File Search Application Understand the application that we will develop in this section by answering the questions.
  • What is search
  • What is file search
  • How does it work
Introduction to File Search Application Understand the application that we will develop in this section by answering the questions.
  • What is search
  • What is file search
  • How does it work
Introduction to File Search Application Understand the application that we will develop in this section by answering the questions.
  • What is search
  • What is file search
  • How does it work
Introduction to File Search Application Understand the application that we will develop in this section by answering the questions.
  • What is search
  • What is file search
  • How does it work
Understand the application that we will develop in this section by answering the questions.
  • What is search
  • What is file search
  • How does it work
Understand the application that we will develop in this section by answering the questions.
  • What is search
  • What is file search
  • How does it work
Search Problem Formulation Understand and implement the concept of state and the three main ingredients of search problems by answering the questions.
  • Initial state: where do we start searching from
  • Successor function: how do we explore from the current state
  • Goal function: how do we know that we found the solution
Search Problem Formulation Understand and implement the concept of state and the three main ingredients of search problems by answering the questions.
  • Initial state: where do we start searching from
  • Successor function: how do we explore from the current state
  • Goal function: how do we know that we found the solution
Search Problem Formulation Understand and implement the concept of state and the three main ingredients of search problems by answering the questions.
  • Initial state: where do we start searching from
  • Successor function: how do we explore from the current state
  • Goal function: how do we know that we found the solution
Search Problem Formulation Understand and implement the concept of state and the three main ingredients of search problems by answering the questions.
  • Initial state: where do we start searching from
  • Successor function: how do we explore from the current state
  • Goal function: how do we know that we found the solution
Understand and implement the concept of state and the three main ingredients of search problems by answering the questions.
  • Initial state: where do we start searching from
  • Successor function: how do we explore from the current state
  • Goal function: how do we know that we found the solution
Understand and implement the concept of state and the three main ingredients of search problems by answering the questions.
  • Initial state: where do we start searching from
  • Successor function: how do we explore from the current state
  • Goal function: how do we know that we found the solution
Building Search Tree with Nodes Build a sample search tree by answering the questions.
  • What is a node
  • What are the properties and methods of node class
  • How can nodes be used to build trees
Building Search Tree with Nodes Build a sample search tree by answering the questions.
  • What is a node
  • What are the properties and methods of node class
  • How can nodes be used to build trees
Building Search Tree with Nodes Build a sample search tree by answering the questions.
  • What is a node
  • What are the properties and methods of node class
  • How can nodes be used to build trees
Building Search Tree with Nodes Build a sample search tree by answering the questions.
  • What is a node
  • What are the properties and methods of node class
  • How can nodes be used to build trees
Build a sample search tree by answering the questions.
  • What is a node
  • What are the properties and methods of node class
  • How can nodes be used to build trees
Build a sample search tree by answering the questions.
  • What is a node
  • What are the properties and methods of node class
  • How can nodes be used to build trees
Stack Data Structure Understand stack data structure by answering the questions.
  • What is a stack
  • What are examples of stack
  • How do stack operations—Insertion and deletion—operate
Stack Data Structure Understand stack data structure by answering the questions.
  • What is a stack
  • What are examples of stack
  • How do stack operations—Insertion and deletion—operate
Stack Data Structure Understand stack data structure by answering the questions.
  • What is a stack
  • What are examples of stack
  • How do stack operations—Insertion and deletion—operate
Stack Data Structure Understand stack data structure by answering the questions.
  • What is a stack
  • What are examples of stack
  • How do stack operations—Insertion and deletion—operate
Understand stack data structure by answering the questions.
  • What is a stack
  • What are examples of stack
  • How do stack operations—Insertion and deletion—operate
Understand stack data structure by answering the questions.
  • What is a stack
  • What are examples of stack
  • How do stack operations—Insertion and deletion—operate
DFS Algorithm Understand the practical working of DFS algorithm by answering the questions.
  • What is the flow of DFS
  • How the search ingredients are used
  • How stack data structure is used
DFS Algorithm Understand the practical working of DFS algorithm by answering the questions.
  • What is the flow of DFS
  • How the search ingredients are used
  • How stack data structure is used
DFS Algorithm Understand the practical working of DFS algorithm by answering the questions.
  • What is the flow of DFS
  • How the search ingredients are used
  • How stack data structure is used
DFS Algorithm Understand the practical working of DFS algorithm by answering the questions.
  • What is the flow of DFS
  • How the search ingredients are used
  • How stack data structure is used
Understand the practical working of DFS algorithm by answering the questions.
  • What is the flow of DFS
  • How the search ingredients are used
  • How stack data structure is used
Understand the practical working of DFS algorithm by answering the questions.
  • What is the flow of DFS
  • How the search ingredients are used
  • How stack data structure is used
Recursive DFS Understand recursive DFS by answering the questions.
  • What is recursion
  • How DFS can be made recursive
  • How is program stack used
Recursive DFS Understand recursive DFS by answering the questions.
  • What is recursion
  • How DFS can be made recursive
  • How is program stack used
Recursive DFS Understand recursive DFS by answering the questions.
  • What is recursion
  • How DFS can be made recursive
  • How is program stack used
Recursive DFS Understand recursive DFS by answering the questions ering the questions
  • What is...

Additional information

Where searches can be used Understand the algorithms that can be used to make decisions more intelligent Formulate a problem, that is, specify its initial state, goal state, and actions Translate the concepts of the selected search algorithm into code Compare how basic search algorithms will perform for the application

See related categories

Using AI to Transform Search

£ 150 VAT inc.

The best IT Systems courses

See all

See all