AI and Big Data

Java Performance Toolbox

I learned The Java Performance Definitive Guide[chapter 3] on this weekend, here is a brief summary about Java Performance Toolbox.

System Monitoring Tools

1. CPU Usage

vmstat: Report virtual memory statistics, vmstat reports information about processes, memory, paging, block IO, traps, disks and cpu activity
vmstat [options] [delay [count]]

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Big Data and ML Learning

随着工作的时间一天天过去,不禁会思考对未来的打算,工作的事情更多的是业务和效果,少有时间学习,自我的提升比起学校需要更多的self motivation. 一直都工作在大数据领域,现在虽然业务多些,方向也没有变化,还有了很多机器学习方面的实践。以下是我觉得自己很希望学习的书籍和要点:

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Awesome Books for 2018

One of my 2018 reservations is reading more books. Here I list some great books in my plan.

Machine Learning

  • Machine Learning: A Probabilistic Perspective
  • Deap Learning(Ian,Goodfellow)
  • Pattern Recognition and Machine Learning(Christopher M Bishop)
  • The elements of statistic learning
  • Hands-On Machine Learning with Scikit-Learn and TensorFlow (in progress now)
  • Python Machine Learning
  • 数学之美
  • 统计学(复习)
  • 统计学习方法
  • 机器学习
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