Deep learning may sound like a flight of fancy from a classic sci-fi novel, but it is actually a powerful problem-solving tool. With it, people can use computers to reach a richer understanding of complex situations and pinpoint areas that demand a thorough investigation. Let's unpack this helpful concept to give you a better understanding of why it matters to your investment portfolio.
Deep learning: The basic facts
Deep learning is an advanced branch of artificial intelligence (AI) and, more specifically, a type of machine learning. These systems rely on neural networks to find patterns in seemingly chaotic data.
A neural network is a computer program modeled after how the human brain works. The analysis starts with a matrix of data nodes, similar to the neurons of a brain. The connections between nodes are adjusted through a long series of trial-and-error testing.
Seeing the nodes in action is kind of like watching a baby taking its first steps, gaining confidence and stability from every mistake. The more data a deep learning system processes, the better it becomes at understanding that data and making predictions.
What's the big idea?
So, why should deep learning be on your radar? Picture this: You have a sophisticated system that can process, make sense of, and use vast amounts of data to accurately predict outcomes as the data points change. From self-driving cars and tailor-made online shopping to high-tech health diagnoses, deep learning is on track to revolutionize our world -- and for you, the investor, the trailblazers could make for a rewarding venture.
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