What are various steps involved in an analytics project?
What are various steps involved in an analytics project?
Answer:
- Look at the big picture
- Get the data
- EDA
- Data Prep (cleaning and feature engineering)
- Select a model
- Fine-tune your model (test metrics and hyperparameter tuning)
- Present your solution
- Launch, monitor, and maintain your system.