BPBijay Pachhaiinbijay07.hashnode.dev·Jul 29, 2022 · 3 min readMLOPs Zoomcamp (Week 6)Introduction Almost in all engineering fields, there are a set of best practices and standards that engineers follow while performing their task. In week-6 of mlops-zoomcamp, we learned about best engineering practices in the field. When its time to ...00
BPBijay Pachhaiinbijay07.hashnode.dev·Jun 26, 2022 · 6 min readMLOPs Zoomcamp (Week 4)Introduction After weeks long or even months long experimentation, we have finally received a model that shows significant performance. So now what ? What do we do with this model? Are we going to publish papers about our work and model, might even d...00
BPBijay Pachhaiinbijay07.hashnode.dev·Jun 10, 2022 · 5 min readMLOPs Zoomcamp (Week 3)Introduction When we start with any data project, notebooks are great to explore and experiment various things with the data, be it getting insights from the data, or creating models that generate predictions, or any other task. But once the develop...00
BPBijay Pachhaiinbijay07.hashnode.dev·May 31, 2022 · 3 min readMLOPs Zoomcamp (Week 2)Introduction As we know machine learning and data science is a very iterative process. There is never a single approach that guarantees the solution to the problem using data. We need to try various things before we can reach any kind of conclusion....00
BPBijay Pachhaiinbijay07.hashnode.dev·May 22, 2022 · 2 min readMLOPs Zoomcamp (Week 1)#mlops-zoomcamp Recently I have started learning about MLOPs in #mlops-zoomcamp course at @datatalksclub. MLOPs refers to the set of tools and best practices for development and operation of machine learning models. Till now, I have been learning a...00