roadmap.md

Python Software Engineer

Computer Science

Architecture knowledge

• book: Designing Data-Intensive Applications
• article: Создание архитектуры программы или как проектировать табуретку
• book: Clean Architecture
• book: Patterns of Enterprise Application Architecture

Microservices

Domain-Driven Design

SOLID

Design Patterns

• book: Design patterns : elements of reusable object-oriented software
• book: Design Patterns: Elements of Reusable Object-Oriented Software
• book: Head First Design Patterns
• book: Реактивные шаблоны проектирования

Event Sourcing

Object-Oriented Programming

Encapsulation

Inheritance

Polymorphism

Functional Programming

Distributed Systems

• book: Designing Distributed Systems

Code Standards and Code Review Process

Algorithms and data structures

• book: Algorithms, 4th Edition
• course: Algorithms, Part I
• course: Algorithms, Part II
• book: Introduction to Algorithms, Third Edition

Analysis

Data Structures

Lists

Stacks

Queues

Trees

Heaps

Graphs

Algorithms

Sorting algoritms

Reasearch algoritms

Systems Programming

Artificial Intelligence and Machine Learning

Hardware

Security and Encryption

Blockchain and Cryptocurrency

Databases

SQL

• book: SQL Bible

Indexes

Transactions

Principles

Relational

Multiversion Concurrency Control

Firebird

PostgreSQL

Oracle

• book: Oracle PL/SQL Programming: Covers Versions Through Oracle Database 12c

MySQL

Blocking

MySQL

ACID

Object-oriented

NOSQL

• article: NOSQL
• book: NoSQL Distilled

CAP Theorem

BASE

Graph database

OrientDB

Neo4j

Document base

MongoDB

Column base

Redis

ClickHouse

Wide column base

Time series

Search Engines

Elasticseaerch

Sphinx

Message Broker

Kafka

RabbitMQ

Amazon Simple Queue Service

Computer Network

• book: Computer Networks

Open Systems Interconnection model

gRPC

REST API

GraphQL

SOAP

DNS

Protocols

IP

TCP

UDP

HTTP

TLS

SSL

Websocket

Authorization and Authentication

Authorization

Authentication

OAuth

JWT

Cookie

Operating System

Types

Batch

Time-Sharing

Distributed

Network

Real-Time

Processes and Threads

Threads

Scheduling

Multi-Threading

Memory Management

Virtual Memory

Virtual Memory

File system

I/O

Virtualization

OS-level Virtualisation

Docker

x86 Virtualization

VirtualBox

VMware

Command Language

Bash

Zsh

Software Development Processes

• book: Working Effectively with Legacy Code
• book: Refactoring: Improving the Design of Existing Code
• book: The Pragmatic Programmer: From Journeyman to Master
• book: Code Complete: A Practical Handbook of Software Construction
• book: Clean Code: A Handbook of Agile Software Craftsmanship

Testing

• book: Test Driven Development: By Example
• article: The Practical Test Pyramid
• article: How deep are your unit tests?

Test-driven development

Behavior-driven development

Build Systems

Make

Maven

• article: Системы сборки проектов Maven
• article: Идеальный мавен. Часть 2: структура проекта

Ant

Gradle

• book: Gradle in Action

Bug tracking systems

Jira

Redmine

TFS

Version Control

• article: 4 книги о системах контроля версий, которые дадут о них полное представление

Git

• book: Pro Git

Deployment

Continuous Integration

Continuous Delivery

• book: Continuous delivery. Практика непрерывных апдейтов

Estimations

Planning Poker

Debugging

Troubleshooting

Logging

• article: Введение в ELK: собираем, фильтруем и анализируем большие данные

Monitoring

Orchestration

Ansible

Puppet

Kubernetes

• book: Kubernetes in Action

Management

• book: Goal: A Process of Ongoing Improvement

Methodologies and Frameworks

• article: Ещё раз про семь основных методологий разработки

SCRUM

Kanban

Extreme Programming

The Twelve-Factor App

• article: The Twelve-Factor App

Paradigms and Models

Agile

• article: Manifesto for Agile Software Development

Waterfall

Time Management

• book: Джедайские техники

Pareto analysis

Getting Things Done

Pomodoro

Python

Built-in Types

Text

Boolean

Numeric

Sequence

Binary Sequence

Set

Dictionary

Iterator

Context Manager

Functions

Lambdas

Functions creating iterators

Higher-order functions

Standard operators as functions

Concurrent Execution

Coroutines

Thread-based

multiprocessing

The Import System

Testing

Regression tests

Unit testing framework

Debugging and Profiling

Debugger Framework

Dump the Python traceback

The Python Debugger

The Python Profilers

Measure execution time

Trace statement execution

Trace memory allocations

Standard Library

File and Directory Access

Binary Data Services

Text Processing Services

Numeric and Mathematical Modules

Cryptographic Services

Structured Markup Processing Tools

Internationalization