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GICT Certification in Deep Learning

Obtain a Deep Learning certification

Supported with up to 90% funding

(conditions apply)

Courses are delivered by GICT only in Singapore. For other locations, contact our authorised partners directly by clicking here.

Objective of the Deep Learning Specialist Course?

This deep learning Specialist Course leverages intuitive approach to build complex models with humans like intelligence that will help to solve real-world problems using Machine Learning and Deep Learning techniques. Participants will get a solid understanding of building intelligent computing models in Python Jupiter Notebook platform using Scikit Learn and Tensor Flow after the deep learning training. In addition, they will also appreciate that deep learning is showing promise in areas where the traditional artificial intelligence approaches have failed in the past.

Why Deep Learning Certification

Many international firms are engaged in the development of technologies categorized under the field of artificial intelligence (AI). The systems equipped with AI do not require constant human intervention to carry out the designated process. Such an intelligent computing system has the ability to learn things on its own according to the situation. Technologies such as deep learning, intelligent robots and neuro-linguistic programming under AI have been aiding in the enhancement of the existing computing systems to produce high-value prediction

Course Outline

Unit 1 : Machine Learning – An overview
Unit 2 : Model Selection methods in Machine Learning
Unit 3 : Libraries for scientific computation and data analysis
Unit 4 : Artificial Neural Network
Unit 5 : Theories under Deep Learning
Unit 6 : Types of Neural Network
Unit 7 : Introduction to TensorFlow
Unit 8 : Restricted Boltzman Machine and DeepBeliefNet

Course Outcome

Acquire knowledge of the different model selection methods in Machine Learning
Acquire knowledge about different types of Deep Neural Networks (MLP, CNN, RNN, LSTM)
Design and build Machine Learning models in Python Jupyter notebooks using Scikit Learn framework
Deep understanding of the overview of Machine Learning techniques
Design and build an end to end model using TensorFlow in Python Jupyter notebook
Get hands-on experience in Jupyter Notebook, TensorFlow, scikit-learn

Testimonials

“During this difficult time, GICT Training was able to arrange the training and certification programs at short notice, and the virtual delivery of training didn’t affect the transfer of knowledge, in my opinion. I’m impressed.”

Michelle Chu

Application Manager, Pacific International Lines
Virtual instructor-led training (VILT)

“GICT CBDSA (Big Data Science) program gave insights of big data technologies used extensively in today's world. The Principal Trainer was experienced and was able to clarify doubts promptly.
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Manoj Bhardwaj

Project Director, NeoXam

“GICT CBAS provides a good learning opportunity to anyone who would like to acquire knowledge on business analytics. The course was conducted professionally with comprehensive course materials to guide you in using the relevant software. Read More

Jazin Wee

ingapore Management University (SMU)

“GICT CBAS (Business Analytics) training has broadened my knowledge on data analytics. The Principal Trainer is also very nice and friendly.”

Ong Yiren

Singapore Polytechnic Student