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Last active February 20, 2022 07:06
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Self-Paced Learning Resources
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
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 $
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 $
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
Here are some self-paced resources with loose categorization that I have found useful at some point and recommend to others.
Title Description Category Cost
David Silver Video Lectures Reinforcement Learning ML Free
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