Project Title - How Big Data can help improve the healthcare provided by organisations; predicting the length of stay of diabetic patients
Required Libraries
Anaconda - Python 3
TensorFlow - GPU Version
Pandas
Numpy
Matplotlib
Seaborn
Sci-Kit Learn
Code Files
- msc_preprocessing_and_exploration_resheph_gohil_b00238972.py
- msc_machine_learning_scikit_resheph_gohil_b00238972.py
- msc_tensorflow_model_resheph_gohil_b00238972.py
Data can be found in the data/ directory
The graphs_findings/ directory contains the graphs and diagrams created during the exploration and modeling stage
jupyter_notebook_files/ contains the same code files defined above, however, in a Jupyter Notebook format for easy visualisation and line by line code run examples.