Using Python ML for Predictive Analytics

Learning Objectives

Successfully complete this lab by achieving the following learning objectives:

Install pip3.

The command to install pip3 is:

sudo apt install python3-pip

Install Sci-Kit and Pandas Python modules.

Use the pip3 command to install Sci-Kit Learn:

pip3 install scikit-learn

And:

pip3 install pandas

Review and run the check.py program.

To review the code, you can navigate to the GitHub repository and view the check.py file. The link is:

https://github.com/linuxacademy/content-aiops-essentials/blob/master/check.py

The command to run the program is:

python3 check.py

Review and run the predictcpu.py and predictmem.py programs.

To review the programs, you may use the following links:

For predictcpu:

https://github.com/linuxacademy/content-aiops-essentials/blob/master/predictcpu.py

For predictmem:

https://github.com/linuxacademy/content-aiops-essentials/blob/master/predictmem.py

To run the programs, the command is:

python3 predictcpu.py

And:

python3 predictmem.py

Change the number of replicas to project.

To change the number of replicas to project, edit the following file:

[vi or nano] promql2.csv

And then change the data column for replicas to the values you want to project.