(2018 dry goods Series 4) integration of the latest Python learning routes, 2018 python

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Tags python mysql hadoop mapreduce spark mllib

(2018 dry goods Series 4) integration of the latest Python learning routes, 2018 python
How to Learn Python

Python is an object-oriented interpreted computer programming language. It is pure free software and is often called the glue language, various modules (especially C/C ++) made in other languages can be easily linked together.

 

Python Junior Development Engineer
  • Python Basics
    • Python3 entry, data type, string
    • Judgment/loop statement, function, namespace, Scope
    • Class and object, inheritance, Polymorphism
    • Tkinter Interface Programming
    • Introduction to file and exception and Data Processing
    • Pygame aircraft wars, 2048

     

  • Advanced python language
    • Python common third-party library and Network Programming
    • Python Regular Expression
    • Email crawler, file traversal, financial data crawler,
      Multi-thread Crawler
    • Python threads and processes
    • Python MySQL database, coroutine, jython

     

  • Front-End of python full-stack engineers
    • HTML
    • HTML5
    • CSS
    • CSS3
    • Web interface design practices
    • JavaScript
    • Jquerry
    • Jquerry EasyUI, Mobile introduction, photoshop
    • Bootstrap

     

  • Python full-stack engineer backend
    • Getting started with Django
    • Django advanced
    • Django practice

     

Python senior Development Engineer
  • Python full stack engineer backend high-level
    • Flask development principles
    • Flask development project practices
    • Tornado development principles
    • Tornado development project practices
  • Linux Basics
    • File Processing Command
    • Permission management commands
    • Help commands
    • File SEARCH Command
    • Compression and decompression commands
    • Command tips
    • Use VIM
    • Software Package Management
    • User and User Group Management
    • Linux Shell Development
  • Linux O & M Automation Development
    • Linux O & M for Python Development
    • Linux O & M for Python Development
    • Linux O & M for Python Development
    • Development of Linux O & M alarm tools
    • Linux O & M alarm security audit development
    • Development of Linux service quality report tools
    • Kali security detection tool Detection
    • Kali password cracking practices
Python Data Analyst
  • Python Data Analysis
    • Numpy Data Processing
    • Pandas Data Analysis
    • Matplotlib data visualization
    • Scipy statistical analysis
    • Python Financial Data Analysis
  • Python Big Data
    • Hadoop HDFS
    • Python Hadoop MapReduce
    • Python Spark core
    • Python Spark SQL
    • Python Spark MLlib
  • Python Machine Learning
    • Introduction to basic machine learning knowledge
    • KNN algorithm
    • Linear Regression
    • Logistic Regression Algorithm
    • Decision Tree Algorithm
    • Naive Bayes Algorithm
    • SVM
    • Clustering k-means algorithm
Practical projects

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