R Programming Advanced Analytics In R For Data Science

Take Your R & R Studio Skills To The Next Level. Data Analytics, Data Science, Statistical Analysis in Business, GGPlot2

5 (1,043 ratings) 10,083 students enrolled

Created by Kirill Eremenko Last updated 17 Oct 2017 12:33 pm

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  • 3 hours on-demand video
  • 1 Article
  • 18 Supplemental Resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What Will I Learn?

Perform Data Preparation in R

Locate missing data in your dataframes

Apply the Factual Analysis method to replace missing records

Know how to reset the dataframe index

Know how to reset the dataframe index

Explain why NA is a third type of logical constant

Convert date-times into POSIXct time format


  • PC or Mac
  • No additional hardware required for IOT projects
  • Arduino protyping board
  • Robotic car material, LED, IR Sensor, push button, resistance
  • Enthusiasm to learn & create technology


Requirements Basic knowledge of R Knowledge of the GGPlot2 package is recommended Knowledge of dataframes Knowledge of vectors and vectorized operations Description Ready to take your R Programming skills to the next level? Want to truly become proficient at Data Science and Analytics with R? This course is for you! Professional R Video training, unique datasets designed with years of industry experience in mind, engaging exercises that are both fun and also give you a taste for Analytics of the REAL WORLD. In this course you will learn: How to prepare data for analysis in R How to perform the median imputation method in R What Lists are and how to use them What the Apply family of functions is How to use apply(), lapply() and sapply() instead of loops How to nest your own functions within apply-type functions How to nest apply(), lapply() and sapply() functions within each other And much, much more!

Curriculum For This Course

  • What is IoT - In-depth explanation
  • IoT Applications in different domain
  • Emphasis on Automotive, Manufacturing use cases among others like Smart Healthcare, Smart Cities,etc.
  • How large is the IoT Market in different domains?
  • Architecture.
  • Tech Stack.
  • Hardware and Software Platforms.
  • Communication Protocols
  • Power Requirements in IoT
  • Cloud and IoT

About the Instructor

  • 5 Average rating
  • 50,430 Reviews
  • 216,735 Students
  • 29 Courses

Kirill Eremenko

Data Scientist & Forex Systems Expert
My name is Kirill Eremenko and I am super-psyched that you are reading this!

I teach courses in two distinct Business areas on Udemy: Data Science and Forex Trading. I want you to be confident that I can deliver the best training there is, so below is some of my background in both these fields.

Data Science
Professionally, I am a Data Science management consultant with over five years of experience in finance, retail, transport and other industries. I was trained by the best analytics mentors at Deloitte Australia and today I leverage Big Data to drive business strategy, revamp customer experience and revolutionize existing operational processes.

From my courses you will straight away notice how I combine my real-life experience and academic background in Physics and Mathematics to deliver professional step-by-step coaching in the space of Data Science. I am also passionate about public speaking, and regularly present on Big Data at leading Australian universities and industry events.

Forex Trading
Since 2007 I have been actively involved in the Forex market as a trader as well as running programming courses in MQL4. Forex trading is something I really enjoy, because the Forex market can give you financial, and more importantly - personal freedom.

To sum up, I am absolutely and utterly passionate about both Data Science and Forex Trading and I am looking forward to sharing my passion and knowledge with you!


Sowmya Kambampati
KONY India Pvt Ltd, as a Associate Software Engineer
Ratings :

I am very thank full to you all for giving such a great training and opportunity to explore my ideas in the stream of IoT, started with a 2 week workshop, very well Hands-on session ever had before...

Poorna prudhvi
Associate Software Engineer in mroads Pvt Ltd
Ratings :

I interned at smart bridge it's on a mission to become the power House of IOT.The work here is innovative and colleagues are very friendly.i would definitely recommend smart bridge to be a part of you..

P. Sai Teja
System engineer in IBM
Ratings :

I have done my project and Iot training at Smart Bridge Technologies based on which I got placed in IBM as a system engineer. I am very thankful that i have found my way to build my career further. Th..

Revathi Dhage.
Ratings :

The Project was developed in time, and it was appreciated .Many small details were covered well, and proved to be distinguishing points to the project.The concerned mentor, Sandeep Doodigani, has been..