What is the difference between machine learning and regular programming?
— Machine learning involves creating a model that can learn by itself to convert inputs into results, unlike regular programming where the algorithm is already known.
How can machine learning be used to convert Celsius to Fahrenheit?
— Machine learning can teach a neural network to learn the algorithm for converting Celsius to Fahrenheit without knowing the formula by providing enough examples of inputs and results.
What is Google Colab and how is it used for artificial intelligence programming?
— Google Colab is an online notebook that allows you to program in Python and use CPU and GPU of a computer in the cloud for free without installing anything, and in this lecture, the speaker explains how to use it step by step for artificial intelligence programming.
What are the important properties in training a model for automatic learning?
— The optimizer "adam" adjusts weights and biases efficiently and the learning rate determines how much to adjust, while the loss function "min error" considers a few large errors to be worse than a large number of small errors.
What is the next step in artificial vision after using complex neural networks?
— The next step in artificial vision is using convolution neural networks to detect and classify images.
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