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Learning Path: Step-By-Step Programming With Python And R

Learning Path: Step-By-Step Programming With 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.

Overview

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

Course Information

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

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

If you are looking to start your data science career, or are already familiar with data science, statistics, and machine learning concepts, but want to switch to R, this Video Learning Path will be a great place to start.
The Learning Path follows a pragmatic approach where you’ll find step-by-step instructions of the functions, tools, and concepts, and the reason you’re learning about them. Most of the videos close with coding challenges, putting your newly learned skills into practical use immediately. You’ll get hands-on working sessions and detailed explanations.

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Course Specifications

IT and Computing courses are available to study on our learning platform. 

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Adult education is the non-credential activity of gaining skills and improved education. 

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Online education is electronically supported learning that relies on the Internet for teacher/student interaction. 

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A short course is a learning programme that gives you combined content or specific skills training in a short period of time. Short courses often lean towards the more practical side of things and have less theory than a university course – this gives you a more hands-on experience within your field of interest.

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Course duration is 24 hours.

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