Executive Development Programme in Transfer Learning in Action

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The Executive Development Programme in Transfer Learning in Action is a certificate course designed to empower professionals with the essential skills needed to excel in today's data-driven world. This programme focuses on Transfer Learning, a critical aspect of machine learning that enables learners to apply knowledge gained from one domain to another.

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AboutThisCourse

In an era where data has become the new oil, there is a growing demand for professionals who can leverage transfer learning to drive business value. This course is designed to meet that demand, equipping learners with the skills needed to lead data science initiatives, make informed decisions, and drive innovation in their organizations. By the end of this course, learners will have a deep understanding of transfer learning concepts, hands-on experience with popular transfer learning tools and techniques, and the ability to apply their knowledge to real-world business problems. This course is not just a stepping stone to career advancement; it's a catalyst for innovation and growth in the age of data.

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CourseDetails

• Introduction to Transfer Learning 
• Understanding Machine Learning and Deep Learning 
• Types of Transfer Learning: Feature Extraction and Fine-Tuning 
• Popular Transfer Learning Models: VGG16, ResNet, Inception 
• Implementing Transfer Learning using Python and TensorFlow 
• Evaluating Transfer Learning Models: Accuracy, Loss, and Validation 
• Real-World Applications of Transfer Learning: Image Recognition, Natural Language Processing, and Speech Recognition 
• Overcoming Challenges in Transfer Learning: Overfitting, Underfitting, and Vanishing Gradients 
• Ethical Considerations in Transfer Learning: Bias, Fairness, and Transparency

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EntryRequirements

  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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FastTrack GBP £140
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  • ThreeFourHoursPerWeek
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StandardMode GBP £90
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FlexibleLearningPace
  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
  • OpenEnrollmentStartAnytime
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  • DigitalCertificate
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EXECUTIVE DEVELOPMENT PROGRAMME IN TRANSFER LEARNING IN ACTION
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London School of International Business (LSIB)
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05 May 2025
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