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