To-do-list

1. SQL Introduction to database

https://class.coursera.org/db

2. Book to read:

  • Mixed effect model: Data analysis using regression and multilevel models
  • Business questions: Data Science for Business: What you need to know about data mining and data-analytic thinking
  • Brain teaser: A  practical guide to quantitative finance interviews, Chapter two
  • Machine Learning / Data Mining: Elements of Statistical Learning

3. Learn Python

4. Optional

Big data and hoop: https://class.coursera.org/datasci-002/assignment

  • map reduce abstraction
  • Distributed File System
  • map reduce process

Resume preparation

http://www.1point3acres.com/%E7%BE%8E%E5%9B%BD%E6%B1%82%E8%81%8C%E7%AE%80%E5%8E%86/

Good Materials for Java Study

1. Berkeley CS 61B Data Structures

http://www.cs.berkeley.edu/~jrs/61b/

 

2.  Introduction to Computer Science using Java, Bradley Kjell, Central Connecticut State University

http://chortle.ccsu.edu/java5/index.html#03

very introductory course

 

3. Udeny: Java for Complete Beginners

https://www.udemy.com/java-tutorial/#/

 

4. Columbia University: Data Structure

http://www.cs.columbia.edu/~sh553/teaching/w3134-s07/