CN7023: Complete four MATLAB Online Courses to learn Data Science skills Earn a certificate for each course: Artificial Intelligence Coursework, UOEL, UK

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.

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.