Interview Point

Java to Full Stack

Keyword

Language Java, JavaScript, HTML, CSS

Framework Spring, Spring boot, Spring MVC, Hibernate/Mybatis, JQuery, Vue.js/Angular.js

Software MySQL, MongoDB, Apache, Tomcat, Nginx, Node.js, Docker, Kubenetes

Basis

Select one or several concepts below and make an explanation with a demo in 30 minutes.

• Java

  • Array, Vector, ArrayList, LinkedList, Map, Set
  • Abstract class, Interface
  • Inheritance, Encapsulation, Polymorphism
  • Deep copy, Shallow copy
  • Overload, Override

• HTML 5 / CSS 3 / ECMAScript 6

  • HTML grammar
  • CSS grammar
  • Responsive design
  • var, let, const
  • Set, Map
  • Arrow (=>) function
  • Ajax
  • Promise
  • Module

Framework

Select one type and one or several concepts in the selected below with a demo and make an explanation in 30 minutes.

• Backend

  • Spring, Spring boot
  • Spring MVC
  • Spring data JPA, Hibernate, Mybatis
  • junit
  • Shiro, Spring security
  • maven

• Frontend

  • Node.js
  • Vue.js / Angular.js / React.js
  • Any UI Framework
  • Webpack
  • MVVM, MVC

• Deployment

  • Docker
  • Kubernetes

Advance

Select one deliverable demo including at least frontend, backend and database below, and make a presentation in 30 minutes.

• Blog
• CMS
• E-business
• Forum
• Hybrid mobile app

Python

Keyword

Language Python

Data Processing Library numpy, pandas, matplotlib, Python Imaging Library, opencv-python

Machine Learning Library scikit-learn, XGBoost, PyTorch, Tensorflow, Keras

Software Anaconda

Basis

Make an explanation of Python grammar with a demo in 30 minutes.

Library

Select one type and one or several concepts in the selected below with a demo and make an explanation in 30 minutes.

• Anaconda
• numpy, pandas, matplotlib
• scikit-learning
• Keras / PyTorch / tensorflow

Machine Learning Theory

Select one concept below with a demo and make an explanation in 30 minutes.

• Classification / Clustering
• Linear regression, Logistic regression
• Support Vector Machine
• Perceptron
• K-Means, PCA
• Anomaly Detection
• Regularization
• Overfitting