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MLOps Engineer's Notebook

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MLOps Engineer's Notebook

About me
Blog
Blog
- Архив
  Архив
  - 2024
  - 2023
- Категории
  Категории
  - Announcements
  - Books
  - Events
  - Learning
  - Useful
Notebook
Notebook
- A reading list
- Software Architecture
  Software Architecture
  - Solution Architect Framework
  - Microservices: advantages, disadvantages, when to use
- Algorithms
  Algorithms
  - Big-O Notation
- Python
  Python
  - Memory Management
  - Classes
  - Generator
  - Context manager
  - OOP
  - SOLID Principles
  - Design Patterns
    Design Patterns
    
    About Design Patterns
    
    Creational Patterns
    Creational Patterns
    
    Factory Method
    
    Structural Patterns
    Structural Patterns
    
    Decorator
    
    Behavioral Patterns
    Behavioral Patterns
    
    Iterator
    
    Strategy
    
    Circuit Breaker
  - Tips and tricks
  - Standard Library
    Standard Library
    
    Concurrent Execution
    
    logging
  - Lib
    Lib
    
    statistics
    
    typing
  - Builtins and reserved keywords
  - Built-in Exceptions
  - Virtual Environments and Packages
- LLMOps
  LLMOps
  - Links to LLMOps materials
- MLOps
  MLOps
  - Apache Airflow
    Apache Airflow
    
    Architecture Overview
    
    DAGs
    
    Tasks
    
    Operators
    
    Sensors
    
    Deferrable Operators & Triggers
  - Apache Spark
  - Data Distribution Shifts
  - RedHat OpenShift Container Platform Monitoring
  - Feature Stores
  - NVIDIA Cloud Native Technologies
- DevOps
  DevOps
  - Kerberos
  - GitLab
  - Docker
  - Docker Compose
  - Jenkins
  - Kubernetes
    Kubernetes
    
    Core Concepts
    
    Command Reference
    
    YAML examples
    
    Documentation
  - Linux
    Linux
    
    Installing and removing packages
    
    Bash Reference
    
    System Commands Reference
    
    Utilities
    
    How to set up DNS on Ubuntu with VPN
  - Git
    Git
    
    Conventional Commits
    
    Git Cheatsheet
    
    Git LFS
    
    Git Submodules
    
    Git subtree
  - Prometheus
  - Alertmanager
  - Grafana
- SRE
  SRE
  - Availability cheat sheet
- Databases
  Databases
  - Reference
  - SQLAlchemy
  - SQL
- Message Brokers
  Message Brokers
  - Apache Kafka
  - IBM MQ
Service
Service
- Tags
- Markdown
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