<commit_before># WEEK 5: Build a Rugged App (Development)
Now that we've learned what not to do and why, it's time to pick things up and figure out how to build a reliable, resillient and secure application.

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**Table of Contents**  *generated with [DocToc](https://github.com/thlorenz/doctoc)*

- [WEEK 5 OUTLINE](#week-5-outline)
  - [OBJECTIVES](#objectives)
  - [AGENDA](#agenda)
  - [BONUS LABS](#bonus-labs)
  - [ASSIGNMENTS](#assignments)

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## OBJECTIVES
- Infrastructure as Code (IaC).
- Automated AWS Deployments with CloudFormation
- Application Availability
- AWS Elastic Load Balancer
- AWS Autoscale
- Restacker
- AWS RDS

## AGENDA
TIME | TOPIC
---|---
6 PM - 6:45PM | Infrastructure as Code
6:45 PM - 7:15 PM | Lab: CloudFormation
7:15 PM - 7:45 PM | Lab: Autoscale and ELB 
8:00 PM - 8:30 PM | Lab: Restacker and RDS

## BONUS LABS
- Fix `RailsGoat` vulnerabilities

## ASSIGNMENTS
- Outputs Challenge from Lab 1
- Userdata Challenge from Lab 3<commit_msg>Removed uneeded content in README.md<commit_after># WEEK 5: Build a Rugged App (Development)
Now that we've learned what not to do and why, it's time to pick things up and figure out how to build a reliable, resillient and secure application.

<!-- START doctoc generated TOC please keep comment here to allow auto update -->
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
**Table of Contents**  *generated with [DocToc](https://github.com/thlorenz/doctoc)*

- [WEEK 5 OUTLINE](#week-5-outline)
  - [OBJECTIVES](#objectives)
  - [AGENDA](#agenda)
  - [BONUS LABS](#bonus-labs)
  - [ASSIGNMENTS](#assignments)

<!-- END doctoc generated TOC please keep comment here to allow auto update -->

## OBJECTIVES
- Infrastructure as Code (IaC).
- Automated AWS Deployments with CloudFormation
- Application Availability
- AWS Elastic Load Balancer
- AWS Autoscale
- Restacker
- AWS RDS

## AGENDA
TIME | TOPIC
---|---
6 PM - 6:45PM | Infrastructure as Code
6:45 PM - 7:15 PM | Lab: CloudFormation
7:15 PM - 7:45 PM | Lab: Autoscale and ELB 
8:00 PM - 8:30 PM | Lab: Restacker and RDS

## ASSIGNMENTS
- Outputs Challenge from Lab 1
- Userdata Challenge from Lab 3
{'fraction_non_alphanumeric': 0.11129848229342328, 'fraction_numerical': 0.022765598650927487, 'mean_word_length': 3.7746478873239435, 'pattern_counts': {'":': 0, '<': 9, '<?xml version=': 0, '>': 9, 'https://': 2, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 2, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '3777280', 'n_tokens_mistral': 853, 'n_tokens_neox': 763, 'n_words': 300}