Why Artificial Intelligence?
Artificial Intelligence (AI) will start to fundamentally change how business gets done. It will impact how companies grow revenue, conduct everyday operations, engage customers and employees, build new business models, and more.
Artificial Intelligence the hardest to define, is a constellation of many different technologies working together to enable machines to sense, comprehend, act, and learn with human-like levels of intelligence.
AI isn’t just one thing.
The field of AI encompasses various interconnected technologies.
Data Science
Data Science covers all manipulation of data to extract information, and is a superset of all things AI as well as spreadsheets, data dashboards etc.
Machine Learning
ML is a subset of AI that focuses on the development of algorithms and statistical models that allow systems to automatically learn and improve from experience without explicit programming.
Neural Networks
These are a key component of ML, inspired by the structure and function of the human brain. They consist of interconnected nodes (artificial neurons) that process and transmit information, allowing for complex data analysis and pattern recognition.
Deep Learning
This is a subset of ML that employs neural networks with multiple layers to process and extract high-level features from vast amounts of data. Large Language Models (e.g. ChatGPT) use Transformer architectures