syedjameel/ml-assignment-1

ML-Assignment-1

Author : Jameel Ahmed Syed

Email id : [email protected]

Main Task:

In this assignment we use machine learning to detect unstable network at the gamers device which can be used to take steps towards adapting the data streaming and minimizing data packet loss. see more details about this assignment here : https://github.com/syedjameel/ML-Assignment-1/blob/master/ML%20AS1.pdf

Description:

This Assignment consists of following files

1. regression.ipynb (Recommend to run the .ipynb in jupyter notebook for better visuals)
2. classification.ipynb (Recommend to run the .ipynb in jupyter notebook for better visuals)
3. Report.pdf (A Report about this assignment)
4. README.md (This file)
5. ML AS1.pdf - It is the problem statement for this assignment
6. requirments.txt
7. bitrate_prediction/ Folder which contains the training and testing data (.csv files)
8. stream_quality_data/ Folder which contains the training and testing data (.csv files)

How to run:

1. clone this branch : https://github.com/syedjameel/ML-Assignment-1.git
2. go to ~/ML-Assignment-1-master folder
3. Run $ pip3 install -r requirements.txt
4. Run the .ipynb files in jupyter notebook or Colab

Thanks for reading me :)