Neural Network and Deep Learning
Learn the basics of deep learning and neural network algorithms.
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Deep learning dives into every domain. It was started way back in the 90s. The algorithms did what they were supposed to do at that time; they gave better predictions. Over time, due to their speed, their popularity has decreased. Now, with the enhancement in GPUs, it is more popular than ever before. We can train with 100x speed, and it offers good library support. We also get predictions in real-time. This makes deep learning solutions appropriate for today’s real-world applications.
First, you will learn a few basics of deep learning, and then we will move deeper into this topic.
Neural network
The neural network is similar to the functionality of our brain. It is inspired by the way neurons work in our brains. We can understand this using the example of predicting the income of a person using their age. Consider the data given below:
We can use linear regression and fit the data using a line.
The income of the person (y) is given by:
Linear regression equation
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