Hands-On Data Science for Marketing

Challenges in infrastructure

When working with different datasets for applying data science techniques and using machine learning models for different projects in marketing, you may face some challenges in the system infrastructure that you use for developments. Quite often, datasets are too big to fit into your laptop or computer. As the size of data is grows bigger and bigger everyday, it becomes even more likely that sometime in the future, you will have issues with developing data science models on your laptop, even if you currently do not have this problem.

There are two main things that can slow you down when working on data science projects: shortage of CPU or processing power and shortage of RAM or memory. If you do not have enough ...