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Israel Aminu
Israel Aminu

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Published in FAUN Publication

·Nov 20, 2021

Building S3 event triggers for AWS Lambda using Terraform

Using Terraform to build event triggers on AWS — Event-driven architecture has changed the way we design and implement software solutions, it promotes good infrastructure design and has helped build resilient and decoupled services in the software industry. One of the use cases we’ll be looking at is trying to run a process based on an event that includes…

Terraform

4 min read

Building S3 event triggers for AWS Lambda using Terraform
Building S3 event triggers for AWS Lambda using Terraform
Terraform

4 min read


Published in Towards Data Science

·Nov 13, 2020

Building Custom Layers on AWS Lambda

How to build custom Python layers for your serverless application. — Many developers face issues when importing custom modules on AWS Lambda, you see errors like “No module named pandas” or “No module named numpy”, and most times, the easiest ways to solve this is to bundle your lambda function code with the module and deploy it on AWS lambda which…

AWS Lambda

4 min read

Building Custom Layers on AWS Lambda
Building Custom Layers on AWS Lambda
AWS Lambda

4 min read


Published in Towards Data Science

·Sep 28, 2020

How to create a free VPN server on AWS

A step by step tutorial for building your own free VPN server — A VPN (Virtual Private Network) is important if you want to have more secure and safe browsing and also using it when you want to create access to your VPC(Virtual Private Cloud). Sometimes getting a VPN can be hard at times, especially when you have to pay to use the…

VPN

6 min read

How to create a free VPN server on AWS
How to create a free VPN server on AWS
VPN

6 min read


Published in FAUN Publication

·Aug 29, 2020

Using Nginx, uWSGI and Docker to deploy your Flask application.

Tutorial on Deploying your flask app application quickly with Docker, uWSGI and Nginx — You have successfully built that flask application and you plan on deploying to a server but you have no idea how or ways to go about it. In this article, I will walk you through on how you can containerize your flask application using Docker, uWSGI and Nginx. Here’s a…

Docker

4 min read

Using Nginx, uWSGI and Docker to deploy your Flask application.
Using Nginx, uWSGI and Docker to deploy your Flask application.
Docker

4 min read


Published in Towards Data Science

·Aug 18, 2020

Building a suicidal tweet classifier using NLP

Using Natural Language Processing to predict Suicide Ideation on Twitter. — Over the years, suicide has been one of the major causes of death worldwide, According to Wikipedia, Suicide resulted in 828,000 global deaths in 2015, an increase from 712,000 deaths in 1990. This makes suicide the 10th leading cause of death worldwide. There is also increasing evidence that the Internet…

NLP

4 min read

Building a suicidal tweet classifier using NLP
Building a suicidal tweet classifier using NLP
NLP

4 min read


Published in Towards Data Science

·Aug 3, 2020

Automating Data Science Projects With Jenkins

Learn how to automate Data Science code using Jenkins — Let’s paint a scenario, you're working on a Data Science project and at first, you had a model accuracy of 80%, you deploy that application to production serving it as an API using Flask. Then some few days you decide to pick up the project later on, after tuning some…

Jenkins

6 min read

Automating Data Science Projects with Jenkins
Automating Data Science Projects with Jenkins
Jenkins

6 min read


Aug 2, 2020

How to cast your Android Screen on Ubuntu 18.04

Step 1 Navigate to Developer Option in your device and enable USB Debugging in your Android device:

Ubuntu

1 min read

How to cast your Android Screen on Ubuntu 18.04
How to cast your Android Screen on Ubuntu 18.04
Ubuntu

1 min read


Jul 13, 2020

Integrating Postgress Database to Flask using SQLAlchemy

I was facing a lot of issues adding a Database of my flask application, there were so many tutorials and resources I found online but it didn't solve my problem. I was able to do it and this was my approach. To start, this are the packages you’ll need to…

Flask

3 min read

Integrating Postgress Database to Flask using SQLAlchemy
Integrating Postgress Database to Flask using SQLAlchemy
Flask

3 min read


Published in DataDrivenInvestor

·Jun 24, 2020

Dockerize and Deploy your Machine Learning Application on AWS

In my previous post, I talked about how you can containerize your Machine Learning application using Docker, but unfortunately, I was only able to build and deploy that application locally on my machine. …

Machine Learning

5 min read

Dockerize and Deploy your Machine Learning Application on AWS
Dockerize and Deploy your Machine Learning Application on AWS
Machine Learning

5 min read


Published in DataDrivenInvestor

·Apr 22, 2020

Build and Deploy your Machine Learning Application with Docker

Ever deployed a Machine Learning model that works perfectly fine on your computer locally, but then the code breaks on another machine or worse when it’s been deployed into production? …

Docker

5 min read

Build and Deploy your Machine Learning Application with Docker
Build and Deploy your Machine Learning Application with Docker
Docker

5 min read

Israel Aminu

Israel Aminu

173 Followers

Data and Machine Learning Engineer

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