Constant Vigilance

"Constant vigilance" means continually being on watch or guard against threat. This is a phrase used by the kooky one-eyed auror, Alastor "Mad-Eye" Moody, in J.K. Rowling's Harry Potter book series. The character was introduced in the fourth book of the series, Harry Potter and the Goblet of Fire.

Here, constant vigilance means being continually aware of areas that need improvement. For me, I am constantly searching for valuable resources to ensure I am able to solve any problem that comes my way. The ultimate goal is a repertoire of languages, paradigms, skills, and experiences sufficient to solve the biggest problems in human health.

Table of Contents

1. Computer Science
2. Web Development
3. Book List
4. Must Read Articles
5. Tools
6. Language Specific Resources

Computer Science

500 Data structures and algorithms interview questions and their solutions

Coding Interview University

My Algorithm Practice

Open Source CS Degree

Prerequisites

Udacity

• Intro to Statistics
• Intro to Inferrential Statistics
• Intro to Descriptive Statistics
• Intro to Artificial Intellegence
• Artificial Intellegence
• Intro to Machine Learning
• Machine Learning
• Deep Learning
• Knowledge Based AI - Cognitive Systmes
• Software Design and Architecture
• Computability, Complexity, and Algorithms
• Design of Computer Programs

Khan Academy

• Computer Science
• Algorithms
• Cryptography
• Information Theory
• Internet 101
• Statistics and Probability
• Displaying and Describing Data
• Modeling Distributions of Data
• Linear Algebra
• Vectors and spaces
• Matrix transformations
• Alternate coordinate systems (bases)
• Calculus
• Limits and Continuity

Coursework

• Standford CS 101 - Javascript OR Harvard CS50 - C OR MIT 6.0001 - Python
• Linear Algebra (Udacity)
• Single Variable Calculus (MIT 18.01)
• Mathematics for Computer Science (MIT 6.042J)
• Programming Abstractions - Stanford CS106B OR Structure and Interpretation of Computer Programs - UC Berkeley CS61A (Video Lectures)
• Computation Structures (MIT 6.004)
• Computer System Architecture (MIT 6.823)
• Intro to Databases (Stanford)
• Operating System Engineering (MIT 6.828)
• Intro to Algorithms (Udacity CS215)
• Programming Language Theory (Brown CSCI 1730)
• Computer System Engineering (MIT 6.033)
• Introduction to Embedded Systems (UC Riverside CS120B)
• Foundations of Software Engineering (MIT 1.124J)
• Principles of Computing (Part 1) (Rice University)
• Principles of Computing (Part 2) (Rice University)
• Computer Networking by Georgia Institute of Technology (Udacity)
• Computer Language Engineering (6.035)
• Artificial Intelligence (6.034)
• Machine Learning by Georgia Institute of Technology (Udacity)
• Parallel Computer Architecture and Programming (CMU 15-418/618)

Bioinformatics

• Journey to the Frontier of Computational Biology
• Bioinformatics Algorithms: An Active Learning Approach, 2nd Ed. Vol. 1
• Bioinformatics Algorithms: An Active Learning Approach, 2nd Ed. Vol. 2

Machine Learning

• Machine Learning Nanodegree - Udacity
• Machine Learning - Andrew Ng

Prerequisites

• Programming Foundations with Python
• Fullstack Foundations
• Intro to Statistics
• Intro to Inferrential Statistics
• Linear Algebra Refresher

Blockchain

• Learn Blockchain by Building One
• Blockchain podcast - Software Engineering Daily

Web Development

• HTTP - MDN
• Google's Web Fundamentals

AWS

• serverless applications with AWS
• Lambda
• Certified Developer Associate
• Certified Solutions Architect
• CSA Practice Test

Wordpress

Courses

• Wordpress Development for Intermediate Users
• Advanced Wordpress Development

Tutorials/Articles

• Using Composer with Wordpress
• Actions and Filters
• Inside Wordpress Actions and Filters
• ACF In Depth
• Plugin Structure In Depth
• Object Oriented Wordpress Programming
• Performant PHP for Worpdress
• Ultimate Wordpress Security Guide - 2017
• WP REST API Docs
• REST API Handbook
• Wordpress Coding Standards
• Complete Guide to Custom Post Types
• Complete Guide to Shortcodes
• Wordpress Nonces
• Definitive Guide to Wordpress Hooks
• Secure Your Wordpress Website
• Guidelines on Interacting with WP Database
• Unit Testing Your Plugins

Mobile App

• Launching Your App on Devices

Front End

• Cross-site scripting
• Cross-site request forgery
• Cross-Origin Resource Sharing
• JSON Hijacking

API's

• Streams
• Fetch
• URL
• Web Workers
• Using Web Workers - MDN
  • Service Workers
  • Using Service Workers - MDN
• Web Storage
  • Web Storage API - MDN
• Web Socket
  • The Web Socket API
• Server Sent Events

Book List

• Write Great Code: Volume 1: Understanding the Machine
• Data Structures and Algorithms in Python
• The C Programming Language
• Clean Code: A Handbook of Agile Software Craftsmanship
• Cracking the Coding Interview
• 97 Thinkgs Ever Programmer Should Know

My Python Book List

Must Read Articles

• How to Be a Great Software Developer

Tools

Docker

• Docker Explained Simply
• Docker for Web Development

Command Line

• Conquering The Command Line

Git

• Git Book