Matlab ML report

Using the machine learning MATLAB tutorial:
https://www.mathworks.com/products/demos/machine-learning/cluster_genes/cluster_genes.html
Download your own data set and perform all steps (in the tutorial). Your final document should contain the following:
Cluster diagram (chart)
Hierarchical Cluster Tree
PCA analysis
K-Means analysis
https://www.kaggle.com/mathchi/diabetes-data-set, I used this data set in my previous assignment.
The code in the tutorial might require some modifications to run on your sample dataset. Your document should provide detailed explanation of the results, your prestatistical analysis, and the charts/diagrams described above. In addition to your document, upload your MATLAB code and dataset.
Grading Rubric
Item
Description
Points
Comments
MATLAB code properly and clearly commented
25
Data Set
Data Set properly explained and each variable is discussed
25
Pre-statistical analysis
Proper pre-analysis conducted to determine if any of the variables are strongly correlated
25
Cluster diagram, PCA, K-Means and Hierarchical tree
Student clearly demonstrated all 4 concepts, explained MATLAB code that generated the results, discussed the results and clearly showed results in graphical format (50 points each)
100
Results
Results are properly explained and graphed using MATLAB charts
50
Format and professionalism
Report is clearly written explaining every every step taken to create the NN. Third party references are used to support work
25
TOTAL
250