Sarah Lea

2 months ago | towardsdatascience.com | Sarah Lea |Shreya Rao |Roger Noble

“I train models, analyze data and create dashboards — why should I care about Containers?”Many people who are new to the world of data science ask themselves this question. But imagine you have trained a model that runs perfectly on your laptop. However, error messages keep popping up in the cloud when others access it — for example because they are using different library versions.

Jan 2, 2025 | towardsdatascience.com | Sarah Lea |Roger Noble |Dhruv Matani

Tutorials help you to understand the basics. You will definitely learn something. However, the real learning effect comes when you directly implement small projects. And thus combine theory with practice. You will benefit even more if you explain what you have learned to someone else. You can also use ChatGPT as a learning partner or tutor – explain in your own words what you have learned and get feedback. Use one of the prompts that I have attached after the roadmap.