Questions tagged [automation]

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2
votes
1answer
28 views

Automation of finding a starting point of measurement in a large dataset

I am looking for a way to automatically find a starting point of rising in my signal in Python. The data are collected with the frequency 10k (0.0001 s each) so the differences between each point are ...
5
votes
1answer
250 views

Data Science Pipelines vs Common CD/CL

What is the advantage of Data Science Specific CI/CD (kubeflow, Algo, TFX, mlflow, sagemaker pipelines) vs the already baked flavors that are more generic: Jenkins, Bamboo, Airflow, Google Cloud Build,...
1
vote
1answer
118 views

Auto-scheduling with Machine Learning

I am very new to Data Science, but I have an use case which I want to solve. I want to build a data synchronization scheduler which keeps track of the amount of data sync after every scheduled ...
0
votes
1answer
42 views

Automated bug finder through machine learning?

Assume that I have a large software application, this application is event driven i.e. when a user configures something by pressing on a button a code flow executes. Along with this application I ...
2
votes
1answer
50 views

Tool for test/train automation

I need to test different datasets as well as different algorithm implementations. The current workflow looks like: Perform feature extraction from train set Train classifier on this features Feed ...
2
votes
3answers
74 views

Are there any frameworks available that allow for automated large scale supervised machine learning?

The typical steps for solving a machine learning/pattern recognition problem: Data Analysis and splitting the data into test and train sets. Choosing a model. Training the model, and testing the ...