Deep Learning - Artificial Neural Networks with Tensorflow - How Does a Model "Learn"?

Deep Learning - Artificial Neural Networks with Tensorflow - How Does a Model "Learn"?

Assessment

Interactive Video

Mathematics

9th - 10th Grade

Hard

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The video tutorial explains how models learn using linear regression, focusing on the line of best fit, scatter plots, and error functions. It introduces mean squared error and cost minimization, using calculus to find gradients and solve for parameters. The tutorial covers automatic differentiation with TensorFlow and the basics of gradient descent, including iterative training and epochs. It concludes with a discussion on learning rates and hyperparameters, emphasizing their importance in model training.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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