Fundamentals of Deep Learning
Training Provider: Republic Polytechnic
Course Reference: TGS-2020505119
S$189
Original: S$630
Save S$441
About This Course
Python virtual environments
Building blocks of deep learning
Getting datasets for your deep learning projects
Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
Generative adversarial Networks
What You'll Learn
Discover the key technology behind driverless cars and voice control in Siri and Bixby and other hands-free consumer products in this exciting two-day course!
You will learn the fundamentals of Deep Learning with Python, and gain a deeper understanding on the various techniques of how you can teach computers to recognise different objects and patterns using large neural networks. As part of the workshop, you will also get a first-hand experience to build four different projects using deep learning architectures in Keras, a high-level neural network API that enables fast experimentation.
Please bring along your own laptop for the hands-on exercises. Our trainer will share the installation files for Python as well as the necessary source code editor during class. Additional libraries will also be installed during the workshop.
You will learn the fundamentals of Deep Learning with Python, and gain a deeper understanding on the various techniques of how you can teach computers to recognise different objects and patterns using large neural networks. As part of the workshop, you will also get a first-hand experience to build four different projects using deep learning architectures in Keras, a high-level neural network API that enables fast experimentation.
Please bring along your own laptop for the hands-on exercises. Our trainer will share the installation files for Python as well as the necessary source code editor during class. Additional libraries will also be installed during the workshop.
Entry Requirements
Proficiency in English
Course Details
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