neural networks are the basis of how AI works.
Posted: Sun Jan 19, 2025 9:40 am
But it doesn't stop there, in fact Machine Learning systems are designed to scale, which means they can handle large volumes of information without compromising performance . But Machine Learning is not the only AI technology that has impacted Big Data, algorithms also play a key role: In fact, AI algorithms can be trained to perform different functions, such as classification or prediction . For example, in the health field, these technologies can help us identify patients at risk of developing certain diseases and suggest personalized therapies based on individual characteristics. You should know that when we talk about predictive analytics ( which aims to predict people's future behaviors ), everything revolves around the quantity and quality of data.
If the data we have is poor qatar business email list the outputs we receive will not be of much use either. This is true in all fields, whether we are talking about healthcare or marketing : you cannot have effective predictive analysis of your audience if the information you have now is not of quality. But now we need to explore another point that has impacted Big Data, I'm talking about Deep Learning , that is, the sub-branch of Machine Learning that deals with training neural networks to solve complex problems. If you don't know,
This technology has revolutionized data analysis, allowing for deeper understanding than the analysis methods that were used 10 years ago. One of the main potentials of Deep Learning lies in its ability to automatically extract the most relevant features from data. Furthermore, thanks to these technologies, which have made it possible for some AI programs to understand our language, we have software capable of analyzing texts, understanding their meaning, translating them and even creating new ones. ( Just think of ChatGPT or Bard ) Not only can deep learning use data to understand human language, it can also process images, videos, and most importantly audio , making it possible to create products like Amazon’s Alexa and Apple’s Siri.
If the data we have is poor qatar business email list the outputs we receive will not be of much use either. This is true in all fields, whether we are talking about healthcare or marketing : you cannot have effective predictive analysis of your audience if the information you have now is not of quality. But now we need to explore another point that has impacted Big Data, I'm talking about Deep Learning , that is, the sub-branch of Machine Learning that deals with training neural networks to solve complex problems. If you don't know,
This technology has revolutionized data analysis, allowing for deeper understanding than the analysis methods that were used 10 years ago. One of the main potentials of Deep Learning lies in its ability to automatically extract the most relevant features from data. Furthermore, thanks to these technologies, which have made it possible for some AI programs to understand our language, we have software capable of analyzing texts, understanding their meaning, translating them and even creating new ones. ( Just think of ChatGPT or Bard ) Not only can deep learning use data to understand human language, it can also process images, videos, and most importantly audio , making it possible to create products like Amazon’s Alexa and Apple’s Siri.