Chen Gee's Data Science Portfolio
Inspiration Drives The Way Towards Aspiration Projects
Hi, I start to learn data science few years ago as I were curious and inspired how's the world could make use of data to change and improve our living.
From a person who is zero-knowledge in technical background, presently to share the projects done during my journey of learning data science.
Why your employee leave the company?
Getting to know the insight of reason on employee attrition from an interactive dashboard, using machine learning models such as logistic regression to predict the potential employee who is going to left
Do you know your customer well?
The decision tree helps to classify a pool of customer. So that, it helps business owner to make the right move.
Is it possible to know the future house price?
Train machine learning model likes linear regression to predict the house price with selected parameters.
How much to spend on social media advs for business?
Finding the optimum expenses on social media advertisement using linear regression.
How's your customers rate you?
Using sentiment analysis to understand customer's review and areas of improvement.
Specially thanks to Dr Lau and the cohort's member uncut4.0