Displaying 152 resources
MultiDrone Datasets
This lecture overviews MultiDrone Datasets that has many applications in autonomous drone research and development.
Drone Communication Networks
This lecture overviews Drone Communication Networks that has many applications in autonomous drones.
Syntactic Pattern Recognition
This lecture overviews that has many applications in data analysis. It covers the following topics in detail: Syntactic Pattern Recognition Systems. Preprocessing Techniques. String-Based Models.
Linear Algebra
This lecture overviews Linear Algebra that has many applications in Machine Learning, Computer Vision and Scientific Computing.
Probability Theory
This lecture overviews Probability Theory that has many applications in a multitude of scientific and engineering disciplines, notably in Pattern Recognition and Machine Learning.
Agent Systems
This lecture overviews Agent Systems that has many applications in multi-party behavior modeling.
Drone Mission Simulations
This lecture overviews various drone mission simulator architectures, notably AirSim and Gazebo.
Natural Language Processing
This lecture overviews Natural Language Processing (NLP) that has many applications in text analytics, Linguistics, Machine translation and sentiment analysis.
Introduction to Apache Airflow: Workflow Automation with DAGs and Tasks
In today’s technological landscape, process automation has become a fundamental component for improving the efficiency and productivity of organizations.
Set Theory
This lecture overviews Set Theory that has many applications in Probability/Statistics, Machine Learning and Computer Vision.
Image and Video Generation: A deep Learning Approach
This resource corresponds to 7th video from the AI Excellence Lecture Series.
This video explores the fascinating realm of image and video generation through the lens of deep learning.
Natural Selection
This lecture overviews Natural Selection simulation that has many applications in ecology and sociology studies.