适用人群
It is mainly aimed at students who want to apply for software engineering, backend engineering, computer applications. Through a very practical hands-on bootcamp, students will complete the development of large-scale website projects as application results; at the same time, the upgraded version of this bootcamp is aimed at those who are seeking employment in top tech companies. Mentees, under the hands-on guidance of mentors, can complete industrial-level software development with scalability, load balancing, and complex architecture design to assist career applications for full-stack and back-end development positions.
你将收获
一个完整可展示的全栈推荐系统项目
前端后端开发能力和机器学习技术的全面提高
导师推荐信，岗位内推，项目结业证书
你将学习的技能
全栈推荐系统项目
前端后端开发能力
机器学习技术
课题介绍
Recommendation systems have become the main source of profits for large technology companies, and a software engineer who understands recommendation systems is a talent that every company is chasing.
课程大纲
The total bootcamp duration is 12 class hours, 1-2 times 1 on 1 meeting a week, and the mentor will guide you step by step in building an activity recommendation system in the form of real industrial practice.
1
Frontend: Introduction to web application, HTML basic, CSS basic, Javascript basic
考察：Web application architecture understanding Front-end development skill Interactive page
授课2小时; 学习2小时
2
Backend: Python/Java basic, Django/Java servlet Introduction to databse Database deep dive (MySQL and MongoDB)
考察：Program development skill Server-side development skill Database understanding and usage Application demo
授课4小时; 学习3小时
3
Recommendation: Third party API Introduction to recommendation system Retrieval, scoring and re-ranking Introduction to neural network, Recommendation using deep neural network
考察：Third part API integration Recommendation system understanding Neural network understanding Machine learning application
授课4小时; 学习3小时
4
Other: Test and debugging Deploy in cloud Presentation
考察：Deployment in AWS Application presentation
授课2小时; 学习1小时
课程导师
Justin
经历
谷歌软件工程师（美国）Yelp资深软件工程师（美国）谷歌资深面试官，熟知应试技巧
教育
美国凯斯西储CS硕士中国科技大学CS物理双学士
