Deep Learning Course Overview
Organizations are using deep learning and AI at every stage of growth, from start-ups to Fortune 500s. Deep learning, the fastest growing field in AI, is empowering immense progress in all kinds of emerging markets and will be instrumental in ways we haven’t even imagined. Today’s advanced deep neural networks use algorithms, big data, and the computational power of the GPU to change this dynamic. Machines are now able to learn at the speed, accuracy and scale that are driving true artificial intelligence and AI Computing. Learn the latest techniques on how to design, train, and deploy neural network-powered machine learning in your applications. You’ll explore widely used open- source frameworks and NVIDIA’s latest GPU-accelerated deep learning platforms.
Introduction to Deep Learning (DL) • Getting Started with Deep Learning • Approaches to Object Detection using DIGITS • Deep Learning for Image Segmentation • Deep Learning Network Deployment • Medical Image Segmentation using DIGITS • Introduction to Deep Learning with R and MXNET • Introduction to RNNs • Signal Processing using DIGITS • Deep Learning with Electronic Health Record
Who Should Attend & Prerequisites:
Who Should Attend: Anyone interested to learn more about Deep Learning, or kickstart a career as a Data Scientist. This includes Students, Data Analysts, Developers, Business Owners, Engineers, Product Architects, Entrepreneurs or any individual who wishes to leverage on powerful Deep Learning tools to add value, wherever they are.
Prerequisites: Students must have technical knowledge in R and Python, understand basic Data Science, Machine Learning and AI algorithms, familiarity with basic programming fundamentals such as functions and variables
WHAT YOU’LL LEARN: DAILY SCHEDULE
Duration: 8 Hours
Certification: Upon successful completion of this workshop, you will receive NVIDIA DLI Certification to prove subject matter competency and support professional career growth
Tools, libraries and frameworks: Caffe, DIGITS
“Everything about the course was great. Thanks!”
Mohd Izzudin bin Razali, Universiti Teknologi Malaysia
“Good and clear introduction to the basic operation of neural networks.”
Hoo Wan Hong, TMAS
“The trainer is very good, he knows deeply about the subject and topics and answered our questions well.”
Nur Shafiranisa binti Shaharum, Universiti Putra Malaysia
YOUR QUESTIONS, ANSWERED.
Participants will receive a Beginner Level Certificate from NVIDIA Deep Learning Institute upon completion of the 3-day programme, inclusive of participation in the 1-day NVIDIA Deep Learning Lab workshop.
You bet it is! Our Certification Body for this course is iTrain Asia Pte Ltd, the region’s top Certifications Tech Provider headquartered in Singapore, with branch offices in Malaysia and Indonesia.
This is a 3-day course at an instructor-led training centre.
Computers are provided for iTrain students. However participants can also use their own computers as long as it’s installed with the necessary applications.