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

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

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.

Course Completion Certificate

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

Simpliv LLC, a platform for learning and teaching online courses. We basically focus on online learning which helps to learn business concepts, software technology to develop personal and professional goals through video library by recognized industry experts or trainers.

Why Simpliv

With the ever-evolving industry trends, there is a constant need of the professionally designed learning solutions that deliver key innovations on time and on a budget to achieve long-term success.

Simpliv understands the changing needs and allows the global learners to evaluate their technical abilities by aligning the learnings to key business objectives in order to fill the skills gaps that exist in the various business areas including IT, Marketing, Business Development, and much more.