Repositório para documentar a jornada de preparação para entrevistas de Machine Learning Engineer (MLE).
- https://huyenchip.com/ml-interviews-book/
- https://martinfowler.com/articles/cd4ml.html
- https://mlengineer.io/how-i-practice-interviews-for-pins-mle-2021-e1df76235ffa
- https://discord.com/channels/814557108065534033/864933685836382208
- https://bestpracticer.com/skill/machine-learning
- https://bestpracticer.com/skill/senior-engineer
- https://careers.microsoft.com/us/en/interviewtips
- https://medium.com/quintoandar-tech-blog/machine-learning-pipeline-at-quintoandar-e2f24136006b
- http://patrickhalina.com/posts/systems-design-interview-guide/#high-level-approach
- https://blog.pragmaticengineer.com/preparing-for-the-systems-design-and-coding-interviews/
- https://medium.com/must-know-computer-science/system-design-message-queues-245612428a22
Usar o HackerRank ou Leetcode.
Seguir as dicas do Nubank para resolver um exercício técnico de algoritmos.
Casos de estudo retirados do Machine Learning Systems Design.
Nesta atividade busco selecionar tecnologias relevantes para solucionar o problema,
enquanto mantenho em mente as necessidades de negócio.
O mais importa é comunicar o pensamento, alternativas de solução e justificar as decisões.