Joint Online Certificate Programme on Machine Learning for Computer Vision
February 1-12, 2021
Day 6, February 6, 2021: Schedule and Instruction to the participants
Title: Building Intelligent Real-World Systems using Deep Learning and MATLAB
Highlights / Outline:
▪ Introduction to Deep Learning Terminology
▪ Deep Learning Quick-Start
▪ Creating and Training a Deep Neural Network
▪ Transfer Learning
▪ Modifying Hyperparameters and Network Tuning
▪ Deploying Deep Learning Models
▪ Resources to Get Started
▪ Domain / Research Specific Discussion / Interactive Q&A
Date and Time: 06 Feb 2021, 10:00 AM to 4:00 PM
Please let me know if this looks okay. I have attached my bio as well and another
colleague might also be joining in to support the same. I will share their bio and also
get back to you early next week regarding how the entire workshop duration can be
utilized.
Instructions for MATLAB Trial Access for Participants:
Participants are encouraged to download MATLAB Trial for the workshop by
following these steps:
1. Create / Sign-In to a MathWorks Account by visiting the MathWorks Page
(https://www.mathworks.com/login).
2. Visit the MATLAB Trials Page on the MathWorks website
(https://www.mathworks.com/campaigns/products/trials.html).
3. Enter your contact e-mail and other information asked for on the MATLAB
Trials Page and click on Submit.
4. On the page asking you to Select a Trial Package for Download, click on
the Image Processing and Computer Vision and Statistics and Machine
Learning, Deep Learning toolboxes. On the pop-up page, click on Select
and Continue to proceed to download.
a. Alternatively, participants can opt to use the MATLAB Online option
at the top of the page to use MATLAB via their web browser without
any downloads. Please note this might be a limited version in terms
of its capabilities in comparison to MATLAB on a PC.
5. Download the installer for your operating system (Windows / Mac / Linux)
and install the downloaded trial.
Important Note: Participants are advised to complete the MATLAB installation steps
well before the workshop begins or apply for the trial and use MATLAB Online.