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Binary Trees and Hashes

Back to: Mastering the System Design Interview

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Lessons

Introduction
- Course Intro
- Get your Copy of the Slides
Designing Systems that Scale
- Scalability: Introduction
- Horizontal vs. Vertical Scaling
- Failover Strategies
- Sharding Databases / NoSQL
- Data Lakes
- ACID compliance and the CAP theorem
- Using CAP to Choose a Database
- Caching: Introduction
- Caching Technologies
- Eviction Strategies for Caching
- Content Distribution Networks (CDN’s)
- Resiliency: Introduction
- Designing for Resiliency
- Scaling your Data: Introduction
- Distributed Storage Solutions
- HDFS Architecture
- Quiz: System Design
Algorithms and Data Structures
- Algorithms Introduction
- Linked Lists
- Binary Trees and Hashes
- Graphs and Graph Traversal
- Search Algorithms
- Sort Algorithms
- Information Retrieval
- Quiz: Algorithms and Data Structures
Working with Big Data
- Message Queues
- Data Analytics Intro
- Apache Spark
- Cloud Computing Intro
- Cloud Computing: A Brief Overview
- Quiz: Big Data
Design Interview Strategies
- Interview Strategy Intro
- Working Backwards
- Defining Requirements
- Design Strategies
Mock Design Interviews
- Mock Interview Intro
- URL Shortening Service: Q&A
- URL Shortening Service: Try It Yourself
- URL Shortening Service: System Design
- URL Shortening Service: Debrief
- Restaurant Reservation System: Q&A
- Restaurant Reservation System: Try It Yourself
- Restaurant Reservation System: System Design
- Restaurant Reservation System: Debrief
- Web Crawler: Q&A
- Web Crawler: Try It Yourself
- Web Crawler: System Design
- Web Crawler: Debrief
- Top-Sellers: Q&A
- Top-Sellers: Try It Yourself
- Top-Sellers: System Design
- Top-Sellers: Debrief
- Video Sharing Service: Q&A
- Video Sharing Service: Try It Yourself
- Video Sharing Service: System Design
- Video Sharing Service: Debrief
- Search Engine: Q&A
- Search Engine: Try It Yourself
- Search Engine: System Design
- Search Engine: Debrief
General Tech Interview Tips
- Tech Interview Intro
- Demonstrating Perseverance
- What your Interviewer is Looking For
- Demonstrating Independence
- Coding at the Whiteboard
- Keeping Up your Stamina; Asking Questions
- Think Big and Be Nice
- Do Your Research
Good Luck on Your Interview!
- Wrapping Up
- Learning More

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