Learn more about technologyandthefuture with this collection
Find out the challenges it poses
Learn about the potential impact on society
Understanding the concept of Metaverse
When dealing with large datasets with many columns and variables, feature extracting is used to divide and reduce existing data into a manageable group.
But for image processing, machines can't extract features such as edges, shapes, or even size in this way. Instead, machines see and store an image in the form of a matrix of numbers. It gets more complicated when dealing with large images and datasets and eventually leads to the Curse of Dimensionality. Instead of processing each matrix, the machine will discard some features to more accurately map in a lower-dimensional space.
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MORE IDEAS ON THIS
Artificial Intelligence (AI) is a branch of computer science that creates intelligent machines to interact as humans.
The groundwork for AI was laid in the 1950s by the famous Mathematician Alan Turing with his Turing Test, also known as the imitation game. Interested fell...
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The development phase requires proper planning and consideration. For example, a young child can recognise an apple by someone pointing and naming the fruit a few times. From there, he would be able to recognise all sorts of apples.
But in machine learning, it takes thousands or mi...
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How much data is enough. 100, 1000, 10000?
Underfitting is when the model is too simplified to know the base structure of data. It has too little information to construct an accurate training model.
Overfitting is where researchers overgeneralise an...
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Website is a necessity for all business niches in the market. Consumers usually access their web page to get to know the nature of the business. The webpage is then a credible source of the business and is vital for sales revenue.
Websites make use of various AI-in...
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CURATED FROM
While there are still challenges with Artificial Intelligence, we should not underestimate what AI can do. We know there are still many uncharted areas to be discovered in the coming years.
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