Deep Learning Fundamentals(Synchronous e-learning)
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2022012789
S$630
Original: S$2,100
Save S$1,470
About This Course
At the completion of the course, the participants will be able to:
• Understand deep learning models: basic neural networks, convolutional neural networks (CNN) and recurrent neural networks (RNN)
• Understand the universal machine learning workflow for approaching deep learning problems
• Develop CNN models to solve computer vision and text analysis problems
• Develop RNN models to solve text analysis problems
What You'll Learn
Deep learning (DL) is an important breakthrough in the history of Artificial Intelligence (AI). Thanks to deep learning, we can develop high-performance and intelligent systems to solve real-life problems in many industries, e.g. healthcare, manufacturing, finance and business. DL also handles semi-structured and unstructured data efficiently and has been extensively used in computer vision and natural language processing areas. In this course, we are going to introduce deep learning and its applications and then focus on the design and development of deep learning models for image classification and text analysis tasks.
Entry Requirements
"• Basic AI and Machine Learning knowledge
• Basic Python programming skills"
Course Details
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Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
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