R is still one of the most important analytics tools which is preferred for data management, multivariate analyses, business intelligence, machine learning, reporting analytics and predictive modeling. The course has been meticulously designed to provide candidates with a deep understanding of most widely used and important features and functions in R Programming. Completing this course will help candidates to get job ready or stand out among your colleagues.
Robust knowledge of R can provide professionals and researchers with lucrative job opportunities and rewarding careers.
Who are we?
White Knight Ventures EDU is a leading global training company which has trained over 10,000+ professionals and students. We conduct training for MS Excel, R Programming, SAS, VBA, SQL, Python, Analytics, Machine Learning, Finance, Risk Management, Actuarial Science, Sales & Marketing, Operations, Soft Skills and much more.
Such a broad and deep expertise has been distilled into this meticulously designed course. So when we say we know how to apply R to various real world scenarios, we know what we are talking about.
Structure of Course:
The course is actually a combination of 5 courses:
BASE
R 101: Introduction To R
R 102: Accessing The Data
R 103: Understanding, Managing & Manipulating The Data
ADVANCE
R 201: Data Visualisation in R
R 202: Statistical Analysis in R
R 203: Machine Learning in R
What do you get out of this course?
Master R Programming from Basic to Advance Level
Completing this course will help candidates with getting job ready
Learn functions which are essential for work to Marketing, HR, Operations, and for Research Work
Get hands-on experience by working on Real Life Data from Industry
Sail faster by learning Looping in R which save lot of time and makes you look good at office
Master visualisation with GGPlot
Learn to harness power of Statistical Analysis with R
Go deeper and unleash power of Machine Learning in R
Specialized Cases built into the lectures
So, what are you waiting for? Enroll now and take the next step in Mastering R Programming. Go from BEGINNER TO EXPERT! Always remember that EVERY EXPERT WAS ONCE A BEGINNER.
R with Machine Learning Course: Master Beginner to Advance
- Introduction to R
- R as Calculator
- Functions & Packages
- Objects
- Vectors
- Factors
- Matrices & Arrays
- Dataframes
- Dataframes & DPLYR Package
- DPLYR Package
- If Condition Part 1
- If Condition Part 2
- Looping in R
- User Defined Functions
- Graphs
- Measures of Central Tendency
- Measures of Dispersion, Moments & Skewness
- Counting Techniques
- Basics of Probability
- Random Variables
- Discrete Distributions
- Continious Distributions Part 1
- Continious Distributions Part 2
- Sampling Theory
- Estimation
- Hypothesis Testing
- Correlation & Regression
- ANOVA
- t-Test
- Chi Sqare Test
- ANOVA One Way
- Two Sample t-Test
- ANOVA Two Way
- Z Population Proportions Test
- Introductions to Charts & Graphs
- GGPLot2 Part 1
- GGPLot2 Part 2
- GGPLot2 Part 3
- GGPLot2 Themes
- CorrPlot & CorrGram
- Date Time Function
- Tidyr Package
- Stringr Package
- Some Useful Funtions
- Case Study: Credit Banking