Menjadi ML Engineer

Andriy Burkov

 

What to learn in 2020 to become a machine learning engineer: 

1. Python 

2. Data structures 

3. ML algorithms 

4. ML best practices 

5. (No)SQL 

6. Version control/Git 

7. REST API/Flask 

8. Virtualization/Docker/Kubernetes 

9. Distributed computing/Spark/Dask 

10. Workflow management/Airflow/Kubeflow 

11. Unit tests/integration tests