Learning Deep Learning: Unit 3

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Course Overview

What You'll Learn

  • This course covers key deep learning architectures such as BERT and GPT, focusing on their use in applications like chatbots and prompt tuning.
  • You will learn how to build models that combine text and images, and generate text from visual data.
  • The course also addresses multitask learning and computer vision tasks, including object detection and segmentation, using networks like R-CNN, U-Net, and Mask R-CNN.

This course covers key deep learning architectures such as BERT and GPT, focusing on their use in applications like chatbots and prompt tuning. You will learn how to build models that combine text and images, and generate text from visual data. The course also addresses multitask learning and computer vision tasks, including object detection and segmentation, using networks like R-CNN, U-Net, and Mask R-CNN. Topics include ethical considerations in AI and practical advice for tuning and deploying models. Through hands-on projects in TensorFlow and PyTorch, you will develop the skills needed to build, optimize, and apply deep learning solutions in real-world situations.

Course FAQs

Is this an accredited online course?

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How do I enroll in this online school program?

To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'Learning Deep Learning: Unit 3' on the Pearson online class platform, where you can complete your registration.