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What are the basics of machine learning?

What are the basics of machine learning?

Machine Learning: the Basics. Machine learning is the art of giving a computer data, and having it learn trends from that data and then make predictions based on new data.

What are the best machine learning algorithms?

Linear Regression is the most popular Machine Learning Algorithm, and the most used one today. It works on continuous variables to make predictions. Linear Regression attempts to form a relationship between independent and dependent variables and to form a regression line, i.e., a “best fit” line, used to make future predictions.

What are the applications of machine learning?

Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it learn for themselves.

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What is an example of machine learning?

Examples of machine learning can also be found in the health and social care industry. Here, organisations can capitalise on the intersection between IoT (Internet of Things) and data analysis to enable smarter healthcare solutions. Personalised health monitoring.

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What are the best machine learning libraries?

Pandas. Pandas is an open-source python library that provides flexible,high performance and easy to use data structures like series,data frames.

  • NumPy. NumPy is the most fundamental data handling library which is popularly used for scientific computing with python.
  • Matplotlib.
  • Sci-kit learn.
  • Seaborn.
  • Tensorflow.
  • Theano.
  • Keras.
  • PyTorch.
  • OpenCV.
  • 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,…