data-engineering-101/mkdocs.yml at master · kushal-luthra/data-engineering-101 · GitHub

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site_name: Data Engineering 101
site_author: Kushal Luthra
site_description: Data Engineering 101 - concepts, quick reads, notes, etc.

repo_name: data-engineering-101
repo_url: https://github.com/kushal-luthra/data-engineering-101
edit_uri: edit/main/docs/

copyright: Copyright &copy; 2023 Kushal Luthra

theme:
  name: material
  language: en

nav:
  - Home: index.md
  - Concepts:
     - Data Warehousing Concepts :  SQL/docs/Data-Warehousing-basics.md
     - ELK : random/ELK Stack.md
     - Database Vs Datawarehouse Vs Datalake | ETL Vs ELT: random/ETL VS ELT.md
  - OOPs concepts:
     - OOPs in Python : OOPs/OOPs in Python.md
  - SQL:
      - SQL Performance Tuning :  SQL/docs/sql_performance_tuning.md
      - SQL Performance Tuning Summary :  SQL/docs/sql_performance_tuning_summary.md
      - Common Table Expressions (CTEs) : SQL/docs/Common Table Expressions.md
      - SQL Analytical Functions : SQL/docs/sql-analytical-functions.md
      - SQL Practise Questions : SQL/docs/sql-practise-questions.md
  - Storage Layer:
      - Row-based Vs Column-based File Formats : Storage Layer Choices/row based and column based file formats.md
      - Text-based File Formats : Storage Layer Choices/Text File Formats.md
      - Big Data File Formats : Storage Layer Choices/big data file formats.md
      - File Compression Techniques in Big Data Systems :  Storage Layer Choices/File Compression techniques in Big Data.md
  - PyTest overview:
      - PyTest overview : random/pytest.md
  - SOLID Principles:
      - Introduction to SOLID Principles : SOLID Principles/Introduction.md
      - Single Responsibility Principle : SOLID Principles/Single Responsibility Principle.md
      - Open Closed Principle : SOLID Principles/Open Closed Principle.md
      - Liskov Substitution Principle : SOLID Principles/Liskov Substitution Principle.md
      - Interface Segregation Principle : SOLID Principles/Interface Seggregation Principle.md
  - MLOps:
      - Challenges and Evolution of Machine Learning:
          - Introduction to Machine Learning : MLOPs/1 - Challenges and Evolution of ML/1 - Introduction to ML.md
          - Benefits of Machine Learning : MLOPs/1 - Challenges and Evolution of ML/2 - Benefits of ML.md
          - MLOps Fundamentals : MLOPs/1 - Challenges and Evolution of ML/3 - MLOPs Fundamentals.md
          - DevOps and DataOps Fundamentals: MLOPs/1 - Challenges and Evolution of ML/4 - DevOps and DataOps Fundamentals.md
      - MLOps Fundamentals :
        - Problems that MLOps solves : MLOPs/2 - MLOps Fundamentals/ 1 - Problems that MLOps solves.md
        - MLOps Components : MLOPs/2 - MLOps Fundamentals/2 - MLOps Components.md
        - MLOps Toolbox : MLOPs/2 - MLOps Fundamentals/3 - MLOps Toolbox.md
      - MLOps Stages :
          - MLOps Stages : MLOPs/3 - MLOps Stages/1 - MLOps Stages.md

  - Productivity Hacks:
      - Cold Mail Tactics : random/cold_mails.md
      - LinkedIn Growth : random/LinkedIn growth.md
      - Top 10 hacks to be a Bad developer : random/Top-10-hacks-to-be-a-Bad-Developer.md
      - Jeff Bezos on Amazon Leadership principles : random/Amazon-Leadership-Principles-Jeff-Bezos-thought-process.md
  - New Rules of the Game:
        - New Rules of the Game - an Introduction :  New Rules of the game/Introduction.md
        - New Rules of Work : New Rules of the game/New Rules of Working.md
        - New Rules of Learning : New Rules of the game/New Rules of Learning.md
        - New Rules of Life : New Rules of the game/New Rules of Life.md
  - About Me: aboutme.md

extra:
  social:
    - icon: fontawesome/brands/github
      link: https://github.com/kushal-luthra
    - icon: fontawesome/brands/twitter
      link: https://twitter.com/kushal_luthra
    - icon: fontawesome/brands/linkedin
      link: https://www.linkedin.com/in/kushalluthra/