08:06

What is Ensemble learning?

04:03

What is the difference between Training dataset and Test dataset?

05:58

What are the uses of Supervised Learning in ML?

06:09

What are the pros and cons of Support Vector Machine (SVM) algorithm?

04:47

What is dimension reduction in machine learning?

04:04

What is Feature projection in machine learning?

07:02

What is the trade off between bias and variance?

04:05

What is the difference between bagging and boosting methods in ensemble learning?

10:52

What is Dependency Injection (DI)?

21:14

What are the different types of design patterns?

06:23

Why do we use Apache Zookeeper?

08:06

What is Continuous Integration and Continuous Delivery (CICD)?

05:04

How Will You Avoid Overfitting in Machine Learning? (ML Interview Question)

07:00

What is Overfitting in Machine learning? (ML Interview Question)

04:21

What is the difference between Data Mining and Machine learning?

06:43

What is the use of Machine learning? (ML Interview Question)

03:40

What do you know about the Shared Nothing architecture?

08:24

What do you know about Memcached?

05:51

What is the difference between Data Mining and Machine learning?

06:09

How will you choose between Relational DB and NoSQL DB during system design?

06:17

What is Site Reliability Engineering?

07:13

What are the use cases of Kafka?

05:22

What are the situations in which Cassandra is useful?

06:32

What are the types of NoSQL databases?

06:38

What are the different layers in TCP/IP model?

06:26

What is the difference between HTTP and HTTPS protocol?

06:52

How does the Map Reduce algorithm work?

05:58

What is virtual memory in a system? (System Design Interview Question Series)

06:24

What are the benefits of using Container in an environment?

05:34

What are the differences between publisher subscriber and message queue models?

07:56

What are the benefits of Publisher Subscriber messaging systems?

06:54

What is the difference between Symmetric and Asymmetric encryption methods?

04:12

What are the differences between IPv4 and IPv6?

07:54

How does a Certificate Authority (CA) work?

06:05

What is a Load balancer in software architecture?

05:36

What are the different types of load balancers?

07:32

How does Circuit Breaker pattern work in a software system?

07:28

What are the benefits of Microservices architecture?

12:38

How to answer a System Design question?

06:49

What is the use of Elasticsearch in a system?

07:10

What is the use of Maintainability of a software system?

07:15

What is Serverless architecture?

05:38

Why do we use NGINX in a system?

10:27

What is the difference between Partitioning and Sharding db tables?

12:11

What are SOLID principles in software architecture?

10:36

Explain the use of Docker in software architecture?

04:17

What is Portability?

15:09

What is the use of Kubernetes?

06:18

What is a Content Delivery Network (CDN)?

11:57

What are the popular Resiliency design patterns? (System Design Interview Question Series)

06:41

Explain the concept of caching in software architecture? (System Design Interview Question Series)

07:40

What is the difference between optimistic and pessimistic locking?

06:48

What is the difference between strong and eventual consistency models?

04:44

What is the BASE model of database design?

06:46

Why do we need Partitioning in a software system?

08:08

What is CAP Theorem?

06:43

What are ACID properties?

04:51

What is Scalability in Software architecture?

03:54

What is Resiliency in software architecture?

04:16

What do you mean by Language Agnostic?