Epoch, Batch, Batch Size, Iteration

Outcome School · Beginner ·📐 ML Fundamentals ·1y ago

About this lesson

In this video, we discussed Epoch, Batch, Batch Size, and Iteration used in the machine learning model training process. • Epoch: One complete pass of the entire dataset through the model. • Batch: A subset of the training data processed together. • Batch size: Number of training data in one batch. • Iteration: Processing one batch of data through the model. #machinelearning #datascience Software engineers like you join Outcome School to achieve the outcome that is a high-paying tech job. Join Outcome School and get a high-paying tech job: https://outcomeschool.com Founder of Outcome School: - Amit Shekhar About Amit Shekhar: Founder @ Outcome School • IIT 2010-14 • I have taught and mentored many developers, and their efforts landed them high-paying tech jobs, helped many tech companies in solving their unique problems, and created many open-source libraries being used by top companies. I am passionate about sharing knowledge through open-source, blogs, and videos. Connect with Amit Shekhar: - X: https://x.com/amitiitbhu - LinkedIn: https://www.linkedin.com/in/amit-shekhar-iitbhu - GitHub: https://github.com/amitshekhariitbhu - YouTube: https://www.youtube.com/@amitshekhar Follow Outcome School: - X: https://x.com/outcome_school - LinkedIn: https://www.linkedin.com/company/outcomeschool - YouTube: https://youtube.com/@OutcomeSchool - GitHub: https://github.com/OutcomeSchool

Original Description

In this video, we discussed Epoch, Batch, Batch Size, and Iteration used in the machine learning model training process. • Epoch: One complete pass of the entire dataset through the model. • Batch: A subset of the training data processed together. • Batch size: Number of training data in one batch. • Iteration: Processing one batch of data through the model. #machinelearning #datascience Software engineers like you join Outcome School to achieve the outcome that is a high-paying tech job. Join Outcome School and get a high-paying tech job: https://outcomeschool.com Founder of Outcome School: - Amit Shekhar About Amit Shekhar: Founder @ Outcome School • IIT 2010-14 • I have taught and mentored many developers, and their efforts landed them high-paying tech jobs, helped many tech companies in solving their unique problems, and created many open-source libraries being used by top companies. I am passionate about sharing knowledge through open-source, blogs, and videos. Connect with Amit Shekhar: - X: https://x.com/amitiitbhu - LinkedIn: https://www.linkedin.com/in/amit-shekhar-iitbhu - GitHub: https://github.com/amitshekhariitbhu - YouTube: https://www.youtube.com/@amitshekhar Follow Outcome School: - X: https://x.com/outcome_school - LinkedIn: https://www.linkedin.com/company/outcomeschool - YouTube: https://youtube.com/@OutcomeSchool - GitHub: https://github.com/OutcomeSchool

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