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Learning Path: Step-by-Step Programming with Python and R

Features Includes:
  • Self-paced with Life Time Access
  • Certificate on Completion
  • Access on Android and iOS App

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Description

Want to know the two of the most powerful programming languages for data science? This Learning Path will give you exposure in both Python and R. It will help build your understanding of key Python and R principles, which you can use as a springboard to further develop your expertise.


Basic knowledge
  • Basic understanding of programming languages 
  • Designed for developers who want to understand Python and R from scratch

What will you learn
  • Get to know Python’s data structures to enhance good design patterns and scalability to your code
  • Get to grips with the basics of operating in a Python development environment
  • Create functions in Python to provide programs with better modularity
  • Build Python packages to efficiently create reusable code
  • Handle high I/O loads with asynchronous I/O to get a smoother performance
  • Take advantage of Python's metaprogramming and programmable syntax features
  • Create and master the manipulation of vectors, lists, dataframes, and matrices in R
  • Write readable and expressive R code using pipes from magrittr and dplyr’s verbs
  • Work on a full-scale data analysis / data munging project
  • Get an in-depth view of linear and non-linear regression modeling
  • Build R packages from scratch and submit them to CRAN
Course Curriculum
Number of Lectures: 196 Total Duration: 18:33:46
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