Online FDP on Artificial Intelligence and Machine Learning 2021, Dhanalakshmi Srinivasan Engineering College, Faculty Development Programme, Perambalur

Event Start Date Jul 20, 2021
Event End Date Jul 29, 2021
Event Venue Dhanalakshmi Srinivasan Engineering College
Location Dhanalakshmi Srinivasan Engineering College, Perambalur,
Tamil Nadu, India
Organized By: Dhanalakshmi Srinivasan Engineering College, Dhanalakshmi Srinivasan Engineering College
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Technology plays a major role in day to day life activities. To drive a huge attention of consumer, companies are relying on advance algorithms to make things easier. Artificial intelligence and Machine learning are the major technologies in recent scenario. The advancements in Machine Learning create an exemplary rise in technological industry. The Artificial Intelligence goes ahead in developing a more intelligent computer system which can adapts, evolves and learns. This has tremendous application in industry, defense, healthcare, agriculture and many other areas. This FDP will be a platform in gaining knowledge in artificial intelligence domain.

• Introduction to AI and its applications in real world.
• Introduction about machine learning, Types of Learning algorithms
• Un supervised learning methods, Partitioned and hierarchical clustering methods
• Bayesian learning, decision tree based classification methods
• Dimensionality reduction methods
• Hands on to implementation of supervised and unsupervised methods
• Support vector machine classification and application
• Neural networks and practical implementation
• Introduction to Deep learning methods and applications
• Medical Image data processing and analysis
• Hands on to implementation of Image data processing and analysis
• Reinforcement Learning, Optimization and Data driven Methods

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