Self-Paced Learning Resources

blogs-and-tutorials.md

Title	Description	Category	Cost
The Neophyte's Guide to Scala		Scala	Free
Learn Kubernetes Basics		Kubernetes	Free
Learn SQL	Postgres and SQL basics	SQL	Free
kubectl Cheat Sheet		Kubernetes	Free
Kubernetes The Hard Way		Kubernetes	Free

books.md

Title	Category	Cost
The Pragmatic Programmer: From Journeyman to Master	Fundamentals	$
Soft Skills: The software developer's life manual	Fundamentals	$
Clean Code: A Handbook of Agile Software Craftsmanship	Mastery	$
Refactoring: Improving the Design of Existing Code	Mastery	$
Design Patterns: Elements of Reusable Object-Oriented Software	Patterns	$
Patterns of Enterprise Application Architecture	Patterns	$
Domain-Specific Languages	Domain	$
Domain-Driven Design: Tackling Complexity in the Heart of Software	Domain	$
Data Structures and Algorithms in Java	Programming	$
Functional Programming in Scala 1st Edition	Programming	$
The Phoenix Project: A Novel about IT, DevOps, and Helping Your Business Win	Operations	$
The DevOps Handbook:: How to Create World-Class Agility, Reliability, and Security in Technology Organizations	Operations	$
Site Reliability Engineering	Operations	Free
Theory of Fun for Game Design	Gaming	$
The Design of Everyday Things	Design	$
Designing Data-Intensive Applications	Distributed	$
Building Microservices: Designing Fine-Grained Systems	Distributed	$
Peopleware: Productive Projects and Teams	Leadership	$
The Five Dysfunctions of a Team	Leadership	$
Measure What Matters: How Google, Bono, and the Gates Foundation Rock the World with OKRs	Process	$
The No Asshole Rule: Building a Civilized Workplace and Surviving One That Isn't	Leadership	$
Barto & Sutton RL Book (2nd ed.) - read chapters 1-3 if you are not familiar with RL	ML	$
Effective Akka: Patterns and Best Practices	Akka	$
First Break All The Rules: What the world's greatest managers do differently	Leadership	$
A Philosophy of Software Design	Fundamentals	$
Sprint: How to Solve Big Problems and Test New Ideas in Just Five Days	Product	$

online-courses.md

Title	Description	Category	Cost
Coursera > Machine Learning		ML	Free
Coursera > Deep Learning Certification		ML	Free
Rock the JVM	Scala and Akka for beginners and advanced	Scala	$
ML Crash Course	Google's fast-paced, practical introduction to machine learning	ML	Free
How Google does Machine Learning		ML	Free
Google Cloud Platform Fundamentals: Core Infrastructure		Ops	Free
Site Reliability Engineering: Measuring and Managing Reliability		Ops	Free
Unity Beginner Fundamentals		Unity	Free
Entity Component System		Unity	Free
Udacity > Deep Reinforcement Learning		ML	$

papers.md

Title	Description	Category	Cost
Spanner: Google’s Globally-Distributed Database		Storage	Free
Bigtable:A Distributed Storage System forStructured Data		Storage	Free
The Case For Heterogeneous HTAP		Big Data	Free
Dynamo: Amazon’s Highly Available Key-value Store		Storage	Free
Time, Clocks and the Ordering of Events in a Distributed System		Distributed	Free
Communicating Sequential Processes		Concurrency	Free

Self-Paced Learning Resources

Here are some self-paced resources with loose categorization that I have found useful at some point and recommend to others.

videos.md

Title	Description	Category	Cost
David Silver Video Lectures	Reinforcement Learning	ML	Free