Machine learning glossary. Ideally, an autorater learns to mimic a human evaluator.

Machine learning glossary. We will add more terms related to machine learning, data science, and artificial intelligence in the coming future. (Google Developers) Jun 9, 2025 · Formally, machine learning is a sub-field of artificial intelligence. Jun 10, 2025 · 您可以使用 Learning Interpretability Tool (LIT) 来解释机器学习模型。 迭代 在 训练 期间对 模型 参数（即模型的 权重 和 偏差）进行一次更新。 批处理大小 决定了模型在单次迭代中处理的示例数量。 例如，如果批量大小为 20，则模型会先处理 20 个示例，然后再 . com Glossary ¶ Definitions of common machine learning terms. Machine Learning Glossary This is an online glossary of terms for artificial intelligence, machine learning, computer vision, natural language processing, and statistics. See full list on learn. Machine learning professionals are immersed in the development, implementation, and upkeep of machine learning models and algorithms. Mar 7, 2025 · In this article The Azure Machine Learning glossary is a short dictionary of terminology for the Machine Learning platform. Examples include linear regression, decision trees, support vector machines, and neural networks. Useful Links Mathematical Notation and Definitions List of Acronyms Terms 150 terms defined below, and 231 undefined terms. Meanwhile, if you want to suggest adding more terms, please let us know through the message below. Learn about commonly used acronyms, abbreviations and terms. Ideally, an autorater learns to mimic a human evaluator. Algorithm A method, function, or series of instructions used to generate a machine learning model. AUC (Area under the ROC curve) Machine Learning Glossary ¶ Brief visual explanations of machine learning concepts with diagrams, code examples and links to resources for learning more. A ablation A technique for evaluating the importance of a feature or component by temporarily removing it from a model. Accuracy Percentage of correct predictions made by the model. This end-to-end curriculum will empower you to launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side best practices. Attribute A quality describing an observation (e. Apr 7, 2025 · A hybrid mechanism for judging the quality of a generative AI model's output that combines human evaluation with automatic evaluation. microsoft. They leverage diverse programming languages, frameworks, and libraries to build applications capable of learning This glossary defines general machine learning terms, plus terms specific to TensorFlow. An autorater is an ML model trained on data created by human evaluation. Prebuilt autoraters are available, but the best autoraters are fine-tuned specifically to the task you are evaluating. In This glossary accompanies the three-course series Machine Learning Rock Star – the End-to-End Practice, available on Coursera. Note: A This is a glossary of Machine Learning terms commonly used in the industry. For general Azure terminology, see also: This glossary will help you fully understand more about AI monitoring solution and ML. 1-bit Stochastic Gradient Descent (1-bit SGD) 1x1 Interested in machine learning but you keep seeing terms unfamiliar to you? This A-to-Z glossary defines key machine learning terms you need to know. Do you have questions about this glossary? Get all your questions answered. g. Jun 9, 2025 · Machine Learning Glossary This glossary defines machine learning terms. However, in recent years, some organizations have begun using the terms artificial intelligence and machine learning interchangeably. color, size, weight). rsqxy xqybxs aagzx crjjat tyb oydc tnvn bpguw gpsm exavj