Research Applications in Artificial Intelligence and Machine Learning
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The document provides an overview of a faculty development program on research applications in artificial intelligence and machine learning. It discusses the history of AI, the current status of AI applications in industries like healthcare, aviation, education, finance, and heavy industry. It also outlines the building blocks of AI and different types of machine learning models.
Research Applications in Artificial Intelligence and Machine Learning
- 1. DAY-3 17-06-2020 Faculty Development Program On - Rupesh Kumar Gupta CTO & Head of Research Spring S Technologies Pvt. Ltd. http://springstrategies.in/ Research Applications in Artificial Intelligence and Machine Learning SPRiNGS Believe in Innovation>>
- 2. Contents • Introduction • The History of AI • Current Status • AI and Robotics • Research Applications in Industries • The Building Blocks of AI • Hype Cycle for Artificial Intelligence • Understand 3 Key Types of Machine Learning • The Post Covid-19 World
- 3. Introduction ARTIFICIAL INTELLIGENCE ARTIFICIAL INTELLIGENCE ❑Intelligence: “The capacity to learn and solve problems” ❑Artificial Intelligence: Artificial intelligence (AI) is the simulation of human intelligence by machines. •The ability to solve problems •The ability to act rationally •The ability to act like humans
- 4. The History of Artificial Intelligence
- 6. Current Status of AI A.I. FOR GOOD • Analyse Satellite Images to identify which areas have the highest poverty level AVIATION • Get allocation for plane while landing • Ticket price determination EDUCATION • Companies are creating robots to teach subjects
- 7. Current Status of AI HEALTHCARE • Solving a variety of problems of patients, hospitals & healthcare industry overall. •Using Avatars in place of patients. HEAVY INDUSTRY •Robots have become very common in many industries •Can do repetitive laborious tasks FINANCE • Algorithmic Trading • Market analysis & • Data Mining • Personal Finance • Portfolio Management