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Article/Books/eBooks
Artificial Intelligence Index Report 2023
Welcome to the sixth edition of the AI Index Report!
Online Course
Statistical Methods for Machine Learning
Syllabus
- Introduction
- The Nearest Neighbour algorithm
- Tree predictors
- Statistical learning
- Risk analysis for tree predictors
- Hyperparameter tuning and risk estimates
- Consistency a
Online Course
Non-Markov Decision Processes and Reinforcement Learning
We present non-Markov decision processes, where rewards and dynamics can depend on the history of events. This is contrast with Markov Decision Processes, where the dependency is limited to the last state and action.
Certification
Online Course
Tutorial/How To/Guides
AI Science and Engineering and its Impact on the Society
This CVML Web Module focuses on the “Introduction to AI Science and Engineering and its impact on the society and Environment”. It is ideal for personnel upskilling and reskilling on AI. The Module content can be configured on demand.
Certification
Online Course
Tutorial/How To/Guides
AI Studies
AI is a rapidly emerging field that has opened up new vistas of innovation and creativity. From intelligent systems to self-driving cars, AI has transformed the way we live and work.
Online Course
Data Storytelling and Big Data value chain in Natural Disaster Management
This lecture explores the concepts of Data Storytelling and the Big Data value chain in the context of Natural Disaster Management.