Certificate in Foundational ML Project Principles

Name: Certificate in Foundational ML Project Principles
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The Certificate in Foundational ML Project Principles is a comprehensive course designed to equip learners with essential skills for career advancement in the field of Machine Learning (ML). This certificate program emphasizes the importance of ML project principles, providing learners with a solid foundation in managing and implementing ML projects.

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AboutThisCourse

In today's data-driven world, there is an increasing industry demand for professionals who can apply ML principles to solve complex problems. This course is designed to meet that demand, teaching learners how to design and implement ML projects from start to finish, using industry-standard tools and techniques. By the end of this course, learners will have gained essential skills in ML project management, data preprocessing, model training, and model evaluation. They will also have a deep understanding of the ethical considerations involved in ML project implementation, making them highly valuable assets in any data-driven organization.

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CourseDetails

• Unit 1: Introduction to Machine Learning
• Unit 2: Data Preprocessing for Machine Learning Projects
• Unit 3: Machine Learning Algorithms and Model Selection
• Unit 4: Model Evaluation and Validation
• Unit 5: Feature Engineering and Selection
• Unit 6: Machine Learning Project Lifecycle
• Unit 7: Ethics and Bias in Machine Learning
• Unit 8: Deployment and Maintenance of Machine Learning Models
• Unit 9: Collaboration and Communication in ML Projects
• Unit 10: Best Practices in Foundational ML Project Principles

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
DedicationCompleteCourse

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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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TwoThreeHoursPerWeek
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CERTIFICATE IN FOUNDATIONAL ML PROJECT PRINCIPLES

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London School of International Business (LSIB)

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05 May 2025

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