AITopics | data equal bad predictive model

Collaborating Authors

data equal bad predictive model

Information about AI from the News, Publications, and Conferences

Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Bad Data Equals Bad Predictive Model

#artificialintelligenceMar-8-2020, 02:42:26 GMT

Data is key to any data science and machine learning task. Data comes in different flavors such as numerical data, categorical data, text data, image data, sound data, and video data. The predictive power of a model depends on the quality of data used in building the model. Whatever the source of your data, it's important that you understand how the data was collected. For example, data collected from surveys may contain lots of missing data, and false information.

data equal bad predictive model, high-quality data, model building, (12 more...)

#artificialintelligence

Industry: Education (0.73)

Technology:

Information Technology > Data Science > Data Quality (1.00)
Information Technology > Artificial Intelligence > Machine Learning (0.90)

Add feedback