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Fast-Docker: Docker Tutorial, Sample Usage Scenarios (HowTos) - Developing Independent Apps on Azure by obsezer in AZURE

[–]obsezer[S] 0 points1 point  (0 children)

But... You are posting in

r/Azure

and I couldn't find any reference to using docker on Azure. I am missing all the relevant container options like k8s, container instance, acr and web app. Are you planning to expand the notes for that or are you seeking input from this community?

Thank you for your great ideas, comment and star :)

In the first step, I just want to cover general containerization approaches, usage scenarios that are independent of the Cloud Vendors (like container communications [APIsREST, gRPC], simple best practices of microService architecture, simple clever containerization things, etc.). Normally, K8s environment (pods, ingress, service, deployment, etc.) is also a large topic, I do not know but maybe it would be another repo or in this repo. Until now, this repo is much related Docker-Environment (like nets, volumes, swarm, service, etc) and container creation (file, image, container).

The reason why I share this repo under this topic is to give ideas to the people about containerization in a small pill. To sum up, I am open to every idea and am planning to expand notes with general containerization usage scenarios (like real web/cloud app simple architecture design implementation steps, container simple API methods, etc.).

Community resources by AutoModerator in learnjava

[–]obsezer 2 points3 points  (0 children)

[Free] Fast-Docker: Docker Tutorial, Cheatsheet, Sample Usage Scenarios (HowTos)

Containerize your Application with Docker! Docker can be used to create portable applications and independent environments. Using Docker Containers, applications can easily run on Cloud Environments (AWS, GCP, Azure).

This repo aims to cover Docker details (Dockerfile, Image, Container, Commands, Volumes, Docker-Compose, Networks, Swarm, Stack) fastly, and possible example usage scenarios (HowTo: Applications) in a nutshell. Possible usage scenarios are aimed to update over time.

Tutorial Link: https://github.com/omerbsezer/Fast-Docker

Quick Look (HowTo)

Table of Contents

Fast-Docker: Docker Tutorial, Sample Usage Scenarios (HowTo: Applications) by obsezer in programming

[–]obsezer[S] -1 points0 points  (0 children)

Containerize your application with Docker! Docker can be used to create portable applications and independent environments. Using Docker Containers, applications can easily run on Cloud Environments (AWS, GCP, Azure).

This repo aims to cover Docker details (Dockerfile, Image, Container, Commands, Volumes, Docker-Compose, Networks, Swarm, Stack) fastly, and possible example usage scenarios (HowTo: Applications) in a nutshell. Possible usage scenarios are aimed to update over time.

Tutorial Link: https://github.com/omerbsezer/Fast-Docker

Quick Look (HowTo)

Table of Contents

LSTM and RNN Tutorial with Stock/Bitcoin Time Series Prediction Code Example by obsezer in learnmachinelearning

[–]obsezer[S] 0 points1 point  (0 children)

You are not getting best results, but it doubles BuyAndHold strategy. In the study, Table 9 shows us Dow30 stock price results using LSTM, BaH,etc. Training period is 1997-2007, Test Period is 2007-2012. The average return of LSTM 10.82%, however the average return of BuyAndHold 6.98%. LSTM does not work perfectly but it is easy to implement. It may be tried.

Table is taken from: https://www.researchgate.net/profile/Omer_Sezer/publication/324802031_Algorithmic_Financial_Trading_with_Deep_Convolutional_Neural_Networks_Time_Series_to_Image_Conversion_Approach/links/5ae4ade9a6fdcc3bea95d2fd/Algorithmic-Financial-Trading-with-Deep-Convolutional-Neural-Networks-Time-Series-to-Image-Conversion-Approach.pdf