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Is machine learning and deep learning part of AI?

Is machine learning and deep learning part of AI?

Machine learning is a subset of AI, and it consists of the techniques that enable computers to figure things out from the data and deliver AI applications. Deep learning, meanwhile, is a subset of machine learning that enables computers to solve more complex problems.

Why is deep learning not machine learning?

The most important difference between deep learning and traditional machine learning is its performance as the scale of data increases. When the data is small, deep learning algorithms don’t perform that well. This is because deep learning algorithms need a large amount of data to understand it perfectly.

What are the basics of deep learning?

Forward&Backpropagation. We need to know how the neural net calculates the output or its error.

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  • Gradient Descent. Let’s say you are at the summit of the mountain and don’t have a map.
  • Vanishing&Exploding Gradient. Now,I explained how the training of neural networks works.
  • Batch Normalization.
  • Transfer Learning.
  • Regularization.
  • Optimization.
  • What are the applications of deep learning?

    Deep Learning has a wide range of application ranging from product development to producing a new drug, from medical diagnosis to producing fake news and music. Deep Learning is being widely used in industries to solve large number of problems like computer vision, natural language processing and pattern recognition.

    What are deep learning technologies?

    Deep learning refers to the algorithm-based machine learning techniques that are used to process data. The inspiration for deep learning comes from the human brain which is comprised of neural networks.

    What are some examples of machine learning?

    Examples of machine learning. Machine learning is being used in a wide range of applications today. One of the most well-known examples is Facebook’s News Feed. The News Feed uses machine learning to personalize each member’s feed. If a member frequently stops scrolling to read or like a particular friend’s posts,…