I am a graduate of literature studies who got interested in finding stories in data sets.
Portfolio
first attempts of crafting data & making predictions:
Rapid Miner:
Employees’ AttritionCan you forecast who is going to quit the company?
Before the analysis:
- 1470 employees’ entries, 35 attributes
After the analysis:
- who is likely to leave the company
- what patterns drive employees to quit the job
Python:
Predicting the mpg of carsHow efficient for fuel usage is & is going to be the car?
Before the analysis:
- 392 cars of different models & production
After the analysis:
- comparing Linear Regression & ANN performance
Python:
Data Modelling & Neural Network AnalysisFinding patterns of substances for different types of glass.
Before the analysis:
- 213 examples of 7 types of glass
After the analysis:
- creating and implementing a neural network that will provide a classification of glass types
