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https://dev.mysql.com/doc/mysql-ai/9.5/en/myai-ml-machine-learning.html
This chapter describes how to create and manage machine learning models with the AutoML feature of MySQL AI.
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-anomaly-detection.html
To generate your own datasets to create machine learning models in MySQL AI, learn how to Generate Text-Based Content. Anomaly detection, which is also known as outlier detection, is the machine learning task that finds unusual patterns in data.
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-classification.html
To generate your own datasets for creating machine learning models in MySQL AI, learn how to Generate Text-Based Content. Classification models predict the discrete value of input data to specific predefined categories. Some examples of ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-explanations-ml-explain-row.html
mysql> SELECT sys.ML_EXPLAIN_ROW(input_data, model_handle, [options]); In the following example, include the session variable previously created. ML_EXPLAIN_ROW explains predictions for one or more rows of unlabeled data. The following example ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-explanations-ml-explain-table.html
ML_EXPLAIN_TABLE explains predictions for an entire table of unlabeled data. We recommend limiting the input table to a maximum of 100 rows. If the input table has more than ten columns, limit it to ten rows. Some of these columns include: ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-forecasting-model-types.html
This topic describes the types of forecasting models supported by AutoML. Univariate Models In a univariate model, you define one numeric column as an endogenous variable, specified as a JSON_ARRAY. For example, you forecast the rainfall for the ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-forecasts.html
To generate your own datasets to create machine learning models in MySQL AI, learn how to Generate Text-Based Content. Some examples of forecasting include predicting the closing price of a stock, predicting the number of units sold in a day, and ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-monitoring.html
See the following to learn more: Managing MySQL Server with systemd A Quick Guide to Using the MySQL Yum Repository What's Next Review Machine Learning Use Cases to create machine learning models with sample datasets. You can monitor the status of ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-regression.html
To generate your own datasets to create machine learning models in MySQL AI, learn how to Generate Text-Based Content. Machine learning regression models generate predictions based on the relationship between a dependent variable and one or more ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-topic-modeling.html
To generate your own datasets to create machine learning models in MySQL AI, learn how to Generate Text-Based Content. Topic modeling is an unsupervised machine learning technique that's capable of scanning a set of documents, detecting word and ...