In This Video On "AI vs ML vs DL - Difference Explained Under 5 Mins | The Knowledge Academy," we dive into the distinctions between Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL). Understanding the differences between these technologies is crucial for anyone interested in the field of data science and emerging technologies.
This video on "AI vs ML vs DL - Difference Explained Under 5 Mins | The Knowledge Academy" Includes the Following Topic:
1. What are AI, ML, and DL?
AI, ML, and DL are often used interchangeably, but they represent different concepts within the realm of data science and technology. AI, or Artificial Intelligence, is the broader concept of machines being able to carry out tasks in a way that we would consider “smart.” ML, or Machine Learning, is a subset of AI that involves the use of algorithms and statistical models to enable computers to improve at tasks with experience. DL, or Deep Learning, is a further subset of ML, using neural networks with many layers to analyze various factors of data. In this video, we break down each term, providing clear definitions and examples to help you understand their unique roles and applications.
2. How do AI, ML, and DL differ from each other?
While AI encompasses the idea of machines performing tasks smartly, ML specifically refers to the method of achieving AI through data-driven approaches. DL, on the other hand, is a technique within ML that leverages neural networks to analyze data. This video explains how these technologies overlap and differ, providing real-world examples and applications to illustrate their distinct functionalities. By the end of this video, you will have a clear understanding of how AI, ML, and DL differ and how they are applied in various fields such as healthcare, finance, and technology.
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