What AI needs in order to work

What does AI need in order to work?


1.Hardware


  • CPUs (Central Processing Units):

  • These are the brains of the computer that is used for general purpose processing.

  • GPUs (Graphics Processing Units):

  • These are used for image and video processing and machine learning training.

  • RAM (Random Access Memory):

  • This is the computer's short term memory used to store.

2.Software and algorithms

Algorithms;

AI uses algorithms which are a set of instructions to make decisions and process data.

Machine Learning Frameworks:

These frameworks provide tools to build and train AI models.

Data Processing Frameworks:

These frameworks help in handling big chunks of data.

3.Data:

Data Processing Frameworks:

Data can come from different sources such as social media, articles and many more.

Data Quality:
The quality of data in is important so AI systems can function accurately and efficiently.

Human Expertise

Problem-Solving and Critical Thinking: At some point humans are needed to find out the problem, adjust for the desired outcome and evaluate the performance of the AI system.

Data Analysis and Interpretation: to make sure that the AI is reliable. Experts need to analyze the data produced by the AI




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