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FOUNDATION COURSE ON ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

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What Will You Learn?

  • -Understand the basics of AI and ML, including key definitions and types of AI systems.
  • - Learn about real-world use cases and advanced techniques like deep learning and NLP.
  • -Gain hands-on experience with ML training methods, including supervised and unsupervised learning.
  • -Understand the AI triad (data, algorithms, compute) and the technology stack needed for AI deployment.
  • -Explore the evolution of AI from Turing Test to the current era of general-purpose AI.

Course Content

Module-1: Basic Elements of AI and Its Types
Module 1 provides an essential introduction to the fundamental concepts of AI. The module begins by exploring the term "Artificial Intelligence," examining various definitions and perspectives that have emerged over time. This includes an analysis of how AI is defined under emerging laws, reflecting the growing importance of AI in legal and regulatory frameworks. You will then learn about different types of AI systems, ranging from narrow AI, which is designed for specific tasks, to general AI, which aims to replicate human intelligence across a broad spectrum of activities. The module also emphasizes AI as a socio-technical system, highlighting the interplay between technology and society and the ethical considerations inherent in AI deployment. Furthermore, Module 1 delves into AI use cases and industrial applications, showcasing how AI is transforming industries such as healthcare, finance, and manufacturing. Through practical examples, participants will gain insight into the diverse applications of AI technologies and their potential impact on various sectors. By the end of this module, participants will have a solid understanding of the foundational elements of AI and its role in the modern world.

  • UNDERSTANDING TERM AI AND ITS DEFINITIONS
    01:00
  • TYPES OF SYSTEMS: Based on Functionality and Capability
    00:00
  • DEFINITION OF AI UNDER EMERGING LAWS AND REGULATIONS
    00:00
  • AI S AS A SOCIO- TECHNICAL SYSTEMS
    00:00
  • EXPLORING AI USE CASES: Real-Life Applications of Artificial Intelligence
    00:00
  • Quiz for Module-1

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2 months ago
Excellent