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CN7023: Complete four MATLAB Online Courses to learn Data Science skills Earn a certificate for each course: Artificial Intelligence Coursework, UOEL, UK
| University | University of East London (UOEL) |
| Subject | CN7023: Artificial Intelligence |
Task 1: Data Science Skills
Complete four MATLAB Online Courses to learn Data Science skills. Earn a certificate for each course, and acquire four certificates to complete this part of the assessment.
• Course 1: MATLAB Onramp – Get started quickly with the basics of MATLAB.
• Course 2: Machine Learning Onramp – Learn the basics of practical machine learning methods for classification problems.
• Course 3: Deep Learning Onramp – Get started quickly using deep learning methods to perform image recognition.
• Course 4: Image Processing Onramp – Learn the basics of practical image processing techniques in MATLAB.
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Task 2: Design, implement and report on neural network-based techniques
for classification of a dataset of images.
Write a 2500 words research report, including the following:
• The research question(s) you are exploring and the experiments you designed to address these question(s).
• A clear presentation of the methods (neural network implementation, network architectures, training regime, etc.) that were used, an outline of how they were implemented, and a discussion of why these methods were chosen.
• A clear presentation of results, discussion, and interpretation of results and conclusions.
• Please follow the marking scheme below to ensure your report includes all required sections.
Task 3 During the timetabled practical session of Week 12 and in groups of 2:
• You will each present the approach you have taken in Task 2 to the other group member, who
will question your approach and provide feedback.
• Each presentation should last for 10 minutes.
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