Artificial Intelligence
Learn with Sukhen Sir
12 modules
Access till 2023-12-31
Explore the fascinating world of Artificial Intelligence and learn how to build intelligent systems.
Overview
This course provides a comprehensive introduction to Artificial Intelligence (AI) and its applications. Students will learn the fundamental concepts, principles, and techniques used in AI, as well as gain hands-on experience in implementing AI algorithms and building AI systems. The course covers topics such as problem-solving, knowledge representation, search algorithms, machine learning, natural language processing
Key Highlights
Covers the basics and advanced concepts of Artificial Intelligence
Hands-on experience with implementing AI algorithms
Build real-world AI systems
Explore topics like machine learning, natural language processing, and robotics
What you will learn
Learning Outcome 1
Understand the fundamental principles and concepts of Artificial Intelligence.
Learning Outcome 2
Implement various AI algorithms for problem-solving and decision-making.
Learning Outcome 3
Build intelligent systems using machine learning techniques.
Learning Outcome 4
Apply natural language processing techniques to analyze and generate human language.
Learning Outcome 5
Explore the field of robotics and understand how AI plays a crucial role.
Modules
Introduction To Artificial Intelligence
3 attachments • 37 mins
01 - Artificial Intelligence Syllabus || Introduction to Artificial Intelligence
Test for Introduction to Artificial Intelligence
Class Note
11 pages
Problem Solving
1 attachment • 13 mins
02 - State Space Search in Artificial Intelligence || Problem Solving
Search techniques
13 attachments • 1 hrs
03 - Breadth First Search(BFS)
04 - Depth First Search(DFS)
05 - Bidirectional Search
06 - 8 Puzzle Problem Solved using Heuristic
07 - Best First Search & Beam Search
08 - Hill Climbing
09 - A* Algorithm || How to make A* Admissible
10 - AO* Algorithm
Search Technique-1
17 pages
Search Technique-2
12 pages
Search Technique-3
6 pages
Search Technique-Questions & Answer
7 pages
MCQ Test for Problem Solving and Search Techniques
Game Playing
2 attachments • 20 mins
11 - MiniMax Algorithm || Alpha-Beta Algorithm
Game Playing
7 pages
Knowledge Representation & Reasoning
7 attachments • 16 mins
12 - Knowledge Representation & Reasoning
Knowledge Representation
10 pages
First Order Logic-1
8 pages
First Order Logic-2
3 pages
First Order Logic-3
8 pages
Knowledge Representation Question & Answer
3 pages
First Order Logic question & Answer
4 pages
Agent/Multi Agent
4 attachments • 27 mins
13 - Introduction to Agent-I
14 - Agent-II
Agent
9 pages
Agent Questions & Answer
3 pages
Natural Language Processing(NLP)
2 attachments • 13 mins
15 - Natural Language Processing
Natural Language Processing
6 pages
Learning
1 attachment • 12 mins
16 - Learning
Constraint Satisfaction Problem(CSP)
3 attachments • 19 mins
Constraint Satisfaction Problem || CSP
4 – Queen Problem || Constraint Satisfaction Problem
Constraint Satisfaction Problems
12 pages
Fuzzy Logic
Reasoning under Uncertainity
Solved MAKAUT Question Paper
3 attachments
2022-23
10 pages
2019-20
14 pages
2018 - 19
22 pages
FAQs
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Can I access the course materials on any device?
Yes, our platform is designed to be accessible on various devices, including computers, laptops, tablets, and smartphones. You can access the course materials anytime, anywhere, as long as you have an internet connection.
How can I access the course materials?
Once you enrol in a course, you will gain access to a dedicated online learning platform. All course materials, including video lessons, lecture notes, and supplementary resources, can be accessed conveniently through the platform at any time.
Can I interact with the instructor during the course?
Absolutely! we are committed to providing an engaging and interactive learning experience. You will have opportunities to interact with them through our community. Take full advantage to enhance your understanding and gain insights directly from the expert.
About the creator
Learn with Sukhen Sir
Sukhen Das, hailing from Barasat, is your dedicated guide at Sukhen Tutorial, your key to mastering computer science. As an expert educator, I empower college students with in-depth knowledge of Data Structure,Automata,Artificial Intelligence, and more. With a passion for teaching, I'm committed to nurturing your skills & helping you excel.Join me on this educational journey and unlock your full potential in the world of computer tech.Elevate your knowledge at Sukhen's Tutorial today
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