Learn Numpy and Pandas in One Day

Two key libraries that aspiring data scientists must know are NumPy and Pandas. NumPy and Pandas allow you to easily manipulate your dataset using the various APIs. However, Pandas is not known for its ease of learning, and so in this one day crash course, you will learn the essence of Pandas and NumPy quickly and painlessly.

    Topics

    • What is NumPy
      • Representing collections of items using NumPy arrays
      • Arrays slicing
      • Multidimensional NumPy arrays
      • Boolean Array Indexing
      • Reshaping and broadcasting arrays
    • What is Pandas
      • Series and DataFrame
      • Loading DataFrames
      • Slicing Dataframes
      • Performing Groupby()
      • Aggregate functions

    You should attend this course if:

    • You are a data scientist or data analyst
    • You want to learn NumPy and Pandas in the shortest amount of time
    Wei-Meng Lee

    Wei-Meng Lee is a technologist and founder of Developer Learning Solutions (http://www.learn2develop.net), a technology company specializing in hands-on training on the latest mobile technologies. Wei-Meng has many years of training experiences and his training courses place special emphasis on the learning-by-doing approach. His hands-on approach to learning programming makes understanding the subject much easier than reading books, tutorials, and documentations. His name regularly appears in online and print publications such as DevX.com, MobiForge.com, and CoDe Magazine.

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