YoVDO

Artificial Intelligence and Robotics

Offered By: 5 Minutes Engineering via YouTube

Tags

Robotics Courses Artificial Intelligence Courses Supervised Learning Courses Unsupervised Learning Courses Neural Networks Courses Algorithms Courses Information Retrieval Courses Path Planning Courses

Course Description

Overview

In this course, you are going to gain some insights into Algorithms and then proceed to understand Robotics and AI concepts such as Natural Language Processing, and Neural Networks with small videos in Hindi.


Syllabus

A* Algorithm Explained In The Easiest And Quickest Way Ever With Example (HINDI).
Greedy Best First Search And Admissible Heuristic (HINDI).
Best First Search (BFS) Easiest Explanation Ever With Example (HINDI).
Artificial Intelligence : Forward & Backward Chaining Easiest Explanation Ever! (HINDI).
Artificial Intelligence : Acting Humanly & Rationally ll Thinking Humanly & Rationally (HINDI).
Depth First Search(DFS),Depth Bounded DFS,Depth First Iterative Deepening (HINDI).
Hill Climbing Algorithm Explained ll Artificial Intelligence With Performance Measures.
Limitations Of Hill Climbing Algorithm ll Local Maxima, Plateau, Ridge Explained (HINDI).
Steepest Ascent Hill Climbing In Artificial Intelligence Explained (HINDI).
Goal Tree ll Problem Decomposition In Artificial Intelligence, AND OR Tree Explained (HINDI).
Expert System Architecture In Artificial Intelligence Explained (HINDI).
Goal Stack Planning ll Pickup, Putdown,Stack,Unstack,Precondition And Actions Explained With Example.
Goal Stack Planning Implementation Explained With Example In Artificial Intelligence (HINDI).
Introduction To Natural Language Processing In Artificial Intelligence (HINDI).
Components Of Natural Language Processing In Artificial Intelligence (HINDI).
Levels/Phases Of Natural Language Processing In Artificial Intelligence (HINDI).
Introduction To Information Retrieval System [Artificial Intelligence] (HINDI).
Statistical Processing Of Natural Language Processing In Artificial Intelligence (HINDI).
Big Data Information Retrieval Challenges Explained In Hindi.
N-Gram And Stop Words In Artificial Intelligence Explained In Hindi.
Learning Agent Architecture In Artificial Intelligence Explained In Hindi.
Supervised Learning In Artificial Intelligence Explained in Hindi.
Unsupervised Learning And Reinforcement Learning In Artificial Intelligence Explained In Hindi.
PEAS In Artificial Intelligence Explained With Example In Hindi.
Introduction To Artificial Neural Network Explained In Hindi.
Activation Function Part-1l Linear,Heviside Step,Sigmoid Functions Explained In Hindi.
Feed Forward Network In Artificial Neural Network Explained In Hindi.
Feedback Network In Artificial Neural Network Explained In Hindi.
What Is Robotics ll Explained with Advantages And Limitations in Hindi.
Path Planning For Point Robot ll Bug2 Algorithm Explained with Examples in Hindi.
Hierarchical Paradigm in Robotics ll Sense-Plan-Act ll Explained in Hindi.
Components Of Mobile Robot ll Locomotion,Sensing,Reasoning,Communication Explained in Hindi.
Horizontal/Functional Decomposition in Robotics Explained in Hindi.
Vertical/Behavioural Decomposition In Robotics Explained in Hindi.
Hybrid Control Architecture in Robotics ll PLAN,SENSE-ACT ll Explained in Hindi.
Contact Sensors in Robotics ll Bumper and Tactile Explained in Hindi.
Infrared Sensors Explained in 5 Minutes in Hindi.
What is Localization ll Robotics ll Localization Classification Explained in Hindi.
What is Landmark ll Robotics ll Landmark Classes Explained in Hindi.
What is Mapping ll Robotics ll Metric Map and Topological Map Explained in Hindi.
Represention Of Map Information ll Sensorial, Geometric, Local Relational, Topology, Semantic.
Robotics in Practice ll Agriculture/Forestry,Domestic Robots, Mining Automation,Space Robotics.
Robotics in Practice ll Delivery Robots,Intelligent Vehicle,Autonomous Aircraft Explained in Hindi.
Back Propagation Algorithm /Back Propagation Of Error (Part-1)Explained With Solved Example in Hindi.
Back Propagation Algorithm (Part-2) Explained with Solved Example in Hindi.
Back Propagation Algorithm (Part-3) Explained With Solved Example in Hindi.
Back Propagation Algorithm (Part-4) Explained with Solved Example in Hindi.
Activation Function Part-2 l Tanh and ReLU Explained in Hindi.
Recurrent Neural Network (RNN) Part-1 Explained in Hindi.
Recurrent Neural Network (RNN) Part-2 Explained in Hindi.


Taught by

5 Minutes Engineering

Related Courses

Algorithms for DNA Sequencing
Johns Hopkins University via Coursera
Applied AI with DeepLearning
IBM via Coursera
Artificial Intelligence Algorithms Models and Limitations
LearnQuest via Coursera
Algebra & Algorithms
Moscow Institute of Physics and Technology via Coursera
Algorithms: Design and Analysis, Part 2
Stanford University via Coursera