Welcome to Data Engineering - 101

Index

• Concepts
  • Data Warehousing Concepts
  • ELK
  • Database Vs Datawarehouse Vs Datalake | ETL Vs ELT
• OOPs concepts
  • OOPs in Python
• SQL
  • SQL Performance Tuning Page
  • SQL Performance Tuning Summary
  • Common Table Expressions (CTEs)
  • SQL Analytical Functions
  • SQL Practise Questions
• Storage Layer
  
  • Row-based Vs Column-based File Formats
    
  • Text-based File Formats
    
  • Big Data File Formats
    
  • File Compression Techniques in Big Data Systems
    
• PyTest overview
  
  • PyTest overview
    
• SOLID Principles
  
  • Introduction to SOLID Principles
    
  • Single Responsibility Principle
    
  • Open Closed Principle
    
  • Liskov Substitution Principle
    
  • Interface Seggregation Principle
    
• MLOps
  
  • Challenges and Evolution of Machine Learning
    
    • Introduction to Machine Learning
      
    • Benefits of Machine Learning
      
    • MLOps Fundamentals
      
    • DevOps and DataOps Fundamentals
      
  • MLOps Fundamentals
    
    • Problems that MLOps solves
      
    • MLOps Components
      
    • MLOps Toolbox
      
  • MLOps Stages
    
    • MLOps Stages
• Productivity Hacks
  
  • Cold Mail Tactics
    
  • LinkedIn Growth
    
  • Top 10 hacks to be a Bad developer
    
  • Jeff Bezos on Amazon Leadership principles
    
  • About Me
    
• New Rules of the Game
  
  • New Rules of the Game - an Introduction
    
  • New Rules of Work
    
  • New Rules of Learning
    
  • New Rules of Life
    
    
    
    Author : Kushal Luthra