complicatedphenomenon / ipython_training Goto Github PK

The content includes:

• basics of python | Beginner.ipynb, Python3Skeleton.ipynb
  • Data Type | DataType.ipynb
  • Exception Handing | ExceptionHandling.ipynb
  • Generators | Generators.ipynb
  • Decorator | Decorators.ipynb
  • Multithreading | Multithreadings.ipynb, scrapping.ipynb
  • File manipulation fileManipulations.ipynb
• Data structure | DataStructure.ipynb, AdvancedUsageofDS.ipynb
• Data analysis
  • Web mining
    • random website | scrapping.ipynb
    • QQ | QQ.ipynb
    • Zhihu | Zhihu.ipynb
    • wikipedia | Wikipedia.ipynb
    • twitter | MiningTwitter.ipynb
    • Github | github.ipynb
    • Arxiv | download_in_volume_from_arxiv.ipynb
  • Data wrangling
    • RegularExpression | RegularExpression.ipynb
    • BeautifulSoup | scrapping.ipynb
    • pandas | pandas.ipynb, adult_csv_processing.ipynb
  • Data visualization
    • matplotlib | matplotlib.ipynb
    • plotly | plotly.ipynb, plotly_offline.ipynb
    • altair | altair.ipynb
  • Scipy
    • numerical computation | scipyTutorial.ipynb
    • symbolic computation | SymbolicComputation.ipynb
    • statistics | statisticalPackage.ipynb
• Leetcode
  • String | string.ipynb
  • Array | PerformanceOfArray.ipynb, Array.ipynb
  • Tree | BTree.ipynb
  • Hash Table| HarshTable.ipynb
  • Binary Search | Search.ipynb
  • Sorting | sorting.ipynb
  • Dynamic programming | AHeadStart.ipynb, DynamicProgramming.ipynb
• Genetic Algorithm | GenericAlgorithm.ipynb

From Quora

Start at a level you understand, and gradually increase the complexity of the problems you are solving and the systems you are building.

Don't let yourself distracted by all the vanity. If you get the shit done and can find someone who will pay you for it, you're at the best level of programming as far as I'm concerned.

• http://hackflow.com/blog/2014/06/22/why-every-language-needs-its-underscore/