What to use data versioning for staging environment?

Started Jun 17, 2020 0 Replies 0 Likes

We are developing our end to end pipeline and realized data versioning for sampled data in dev environment using dvc works good, but what to use for staging env or production env. so that we can…Continue

Tags: #pipelines, #reproducibility, #dvc, #mlops, #machinelearning

Dealing with no data

Started this discussion. Last reply by Purva Shah Apr 15, 2020. 3 Replies 0 Likes

I am working on predictive maintenance and get temperature data from assets. In few months or few days asset remains down and we do not get temperature value. In this scenario i cannot fill data with…Continue

Face Recogniser

Started this discussion. Last reply by Piyush Agarwal Feb 1, 2019. 1 Reply 0 Likes

I am developing face recogniser and in my data set there are 3000 different people each having around 40 different pictures. My question is, will my output layer have 3000 different classifications.Continue

Visualisation of train and test error

Started this discussion. Last reply by Lance Norskog Feb 8, 2019. 1 Reply 2 Likes

I am working on Digit Recogniser and after training the fully connected model with 3 CNN layers and 2 dense network layers with rely and softmax  activation functions, getting below curve.…Continue