Remove 2030 Remove Categorization Remove Data Platform
article thumbnail

Five machine learning types to know

IBM Journey to AI blog

Classification algorithms —predict categorical output variables (e.g., “junk” or “not junk”) by labeling pieces of input data. Association algorithms allow data scientists to identify associations between data objects inside large databases, facilitating data visualization and dimensionality reduction.

article thumbnail

Getting ready for artificial general intelligence with examples

IBM Journey to AI blog

Most experts categorize it as a powerful, but narrow AI model. Self-driving cars excel at navigating roads and supercomputers like IBM Watson ® can analyze vast amounts of data. Some, like Goertzel and Pennachin , suggest that AGI would possess self-understanding and self-control.