notes

notes copied to clipboard

Notes

Books

👀 In progress:

• System design interview

✅ Finished:

• Code:

  • Clean Code: A Handbook of Agile Software Craftsmanship
  • Learning Go: An Idiomatic Approach to Real-World Go Programming
  • Python Testing with Pytest
  • Refactoring: Improving the Design of Existing Code
  • Tidy first?

• Architecture:

  • Architecture Patterns with Python
  • Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
  • Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Software
  • Release It! Design and Deploy Production-Ready Software
  • Fundamentals of Software Architecture

• Process:

  • Clean Agile: Back to Basics
  • Domain-Driven Design: Tackling Complexity in the Heart of Software
  • Peopleware: Productive Projects and Teams
  • The Pragmatic Programmer
  • Comic Agilé

• DevOps:

  • The Kubernetes Book

• Product:

  • :eyes:

• ML:

  • Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition

☑️ Finished partially:

• Code Complete: A Practical Handbook of Software Construction
• Cracking the Coding Interview
• Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
• Build
• Coaching Agile Teams

⏳ Queue:

• Docker Deep Dive
• Software Architecture: The Hard Parts
• Understanding Distributed Systems
• Kubernetes in Action
• Elixir in Action

Case Studies

• Reddit

Conferences

• PyCon 2022
• AWS Innovate: AI/ML Edition 2021
• Brown Bags

Patterns

• Abbreviations
• Architecture

Teaching

• Introduction to Programming: Python for beginners
• Python Intermediate

Courses

• Course @ FastAI