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AWS

Build your architecture on the undisputed front-runner in Cloud. Embrace AWS services to build a microservices-based systems, data pipelines, or traditional patterns.
Using Amazon Redshift as your Data Warehouse

Using Amazon Redshift as your Data Warehouse

Get the most out of Redshift by performance tuning your cluster and learning how to query your data optimally.
Todd Birchard's Avatar
Todd Birchard todd
Jul 29, 2019 • 12 mins
Data Warehouses
S3 File Management With The Boto3 Python SDK

S3 File Management With The Boto3 Python SDK

Modify and manipulate thousands of files in your S3 (or DigitalOcean) Bucket.
Todd Birchard's Avatar
Todd Birchard todd
Feb 18, 2019 • 8 mins
Python
Using the Python-Lambda Package to Upload Python Source Code to AWS Lambdas

Python-Lambda: The Essential Library for AWS Cloud Functions

Deploy AWS Lambda functions with ease by using a powerful Python library.
Todd Birchard's Avatar
Todd Birchard todd
Nov 7, 2018 • 5 mins
AWS
Create a REST API Endpoint Using AWS Lambda

Create a REST API Endpoint Using AWS Lambda

Create an AWS Lambda function to pull records from a database.
Todd Birchard's Avatar
Todd Birchard todd
Oct 29, 2018 • 4 mins
AWS
Building an API with Amazon's API Gateway

Building an API with Amazon's API Gateway

Leverage AWS' API Gateway to create an API which fetches records from an RDS database.
Todd Birchard's Avatar
Todd Birchard todd
Oct 29, 2018 • 6 mins
AWS
Creating an AMI with HashiCorp Packer

Creating an AMI with HashiCorp Packer

HashiCorp's version control for infrastructure.
David Aquino's Avatar
David Aquino david
Oct 3, 2018 • 1 min
DevOps
Reboot EC2 instances with Docker

Reboot EC2 instances with Docker

Create an application in Docker to reboot AWS EC2 instances via Python & boto3.
David Aquino's Avatar
David Aquino david
Sep 5, 2018 • 2 mins
Docker
Weekend Worker #1

Weekend Worker #1

Implementing an automatic backup system.
Ryan Rosado's Avatar
Ryan Rosado xodz
Jun 24, 2018 • 2 mins
DevOps
Client Pulling Objects From AWS S3

Read and Write to S3 Buckets via NodeJS

Node’s most popular package interacting with the most popular file store on the world’s most popular cloud.
Todd Birchard's Avatar
Todd Birchard todd
Jun 22, 2018 • 2 mins
NodeJS
Using Pandas with AWS Lambda Functions

Using Pandas with AWS Lambda Functions

Use Python's Pandas library in your AWS Lambda functions.
Todd Birchard's Avatar
Todd Birchard todd
Jun 21, 2018 • 3 mins
AWS

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Series'

Data Analysis with Pandas 11
Build Flask Apps 11
Learning Apache Spark 6
Google Cloud Architecture 6
Mastering SQLAlchemy 4
GraphQL Tutorials 4
Welcome to SQL 4
Working with MySQL 4
Mapping Data with Mapbox 3
Web Scraping With Python 2
Python Concurrency with Asyncio 2
Getting Started with Django 2
Hackers and Slackers

Community of hackers obsessed with data science, data engineering, and analysis. Openly pushing a pro-robot agenda.

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Authors

  • Todd Birchard
  • Matthew Alhonte
  • Max Mileaf
  • Ryan Rosado
  • Graham Beckley
  • David Aquino
  • Paul Armstrong
  • Dylan Castillo

Series'

  • Data Analysis with Pandas
  • Build Flask Apps
  • Learning Apache Spark
  • Google Cloud Architecture
  • Mastering SQLAlchemy
  • GraphQL Tutorials
  • Welcome to SQL
  • Working with MySQL
  • Mapping Data with Mapbox
  • Web Scraping With Python
  • Python Concurrency with Asyncio
  • Getting Started with Django
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