This is the second part of the serie of posts ML App – Flask with SqlAlchemy, SqLite and DockerFor this app we gonna use the technologies: Python Flask – Python backend dev and web api; SqlAlchemy – SQL toolkit and Object Relational Mapper that gives application developers the full power and flexibility of SQL; SqLite…
Tag: docker
Manipulating data with Python, Redis and Pandas
On these days we need to access data even faster but usually to have this data can be lazy and hard so today we gonna build an app to read some data from a CSV and push it into a Redis Server to be available on a easy and fast way. Let’s install the Redis…
Serving Deep Learning Models with Tensorflow Server – part 2
Serving Deep Learning Models with Tensorflow Server – part 1 Now we already had our model ready to be serve with our Tensorflow Server! Let’s install the docker image of Tensorflow Server Almost there! now we need just running the container with some parameters! offering the source path of our model(source), the path that it…
Serving Deep Learning Models with Tensorflow Server – part 1
[git-github-jupyter url=”https://github.com/rondweb/tensorflow_serving/blob/master/tensorflow_server.ipynb”] Parte 2
Running Docker images using Jenkins Pipeline on Kubernetes
1 – Install Jenkins on Kubernetes 2 – After the installation of Jenkins, install the Kubernetes Plugin 3 – Configuring the Pods: 3.1 – Navigate to Configure Jenkins / Manager Nodes and Clouds / Configure Clouds / Choose Kubernetes and configure the Kubernetes and the pod template with the image jenkins/inbound-agent / Select the option…
Deploying a dotnetcore app on Kubernetes
Deploy an application dotnetcore on Kubernetes locally Installing application dotnetcore demo: Running the app locally: Navigate to the project folder at dotnet-docker/samples/aspnetapp/aspnetapp. Go to http://localhost:5000 in a browser to test the app. Press Ctrl+C at the command prompt to stop the app. Building the application on Docker container: Navigate to the Dockerfile folder at dotnet-docker/samples/aspnetapp. Run the following…
English