Module 5 - Deep Learning and Machine Learning Mastery in Vision and Transfer Learning

Training Provider: SINGAPORE MANAGEMENT UNIVERSITY
Course Reference: TGS-2023021317
S$720
Original: S$2,400
Save S$1,680

About This Course

This module provides a deep dive into the fundamentals and advanced techniques of deep learning, with a focus on computer vision and transfer learning. Participants will explore the architecture of neural networks and learn to implement state-of-the-art models for image classification and feature extraction. The module also introduces transfer learning, enabling participants to leverage pre-trained models for new tasks with minimal effort. By combining theoretical understanding with practical applications, this module equips participants with the skills needed to implement deep learning solutions for real-world business and Artificial Intelligence challenges.

What You'll Learn

In this 2-day course, participants will learn:
• Understand the architecture and functionality of neural networks
• Implement deep learning models for computer vision tasks such as image classification and object detection.
• Apply transfer learning techniques to adapt pre-trained models for organisational use cases.
• Optimise deep learning models for performance and efficiency.
• Solve real-world problems using deep learning frameworks.

Entry Requirements

Nil

Course Details

Duration 17 hours
Language English
Training Commitment Not specified
Total Enrolled 44 students
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