Course information

Data Science with R Training Course Outline

Module 1: Introduction to R

  • What is R?
  • R Installation and Dashboard Review
  • Variables
  • Data Types
  • Operators
  • Conditional Statements
  • Looping Statements
  • Functions

Module 2: Data Structures in R

  • What are Data Structures?
  • Vectors
  • Lists
  • Matrix
  • Arrays
  • Dataframes

Module 3: Working with Data in R

  • Types of Files in R
  • Working with CSV
  • Working with Excel Files
  • Working with JSON Files
  • Working with XML Files

Module 4: Data Manipulation in R

  • What is Data Manipulation?
  • Installation of Dplyr Package
  • Data Manipulation Operations in R

Module 5: Data Visualizations in R

  • What is Data Visualization?
  • Working with Graphs and Plots in R

Module 6: Statistics in R

  • Introduction to Statistics in R
  • Introduction to Descriptive Statistics
  • Distributions in R

Module 7: Machine Learning

  • Introduction to Machine Learning in R
  • Types of Machine Learning in R
  • Introduction to Supervised Learning in R
  • Introduction to Unsupervised Learning in R

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Who should attend this Data Science with R Training Course?

The Data Science with R Training Course in Washington D.C. is designed for professionals, analysts, and individuals who are interested in acquiring skills and knowledge in data analysis, visualization, and modeling using the R programming language. This course is beneficial for various professionals including:

  • Data Analysts
  • Data Scientists
  • Statisticians
  • Business Analysts
  • Quantitative Finance Professionals
  • Epidemiologists and Public Health Experts
  • Data Engineers
  • Geographic Information System (GIS) Analysts

Prerequisites for the Data Science with R Training Course

There are no formal prerequisites for attending this Data Science with R Training Course.

Data Science with R Training Course Overview

Data Science and the R programming language collaborate seamlessly to dissect and manipulate data. R serves as the preferred programming language for data scientists, enabling them to preprocess data, construct predictive models, perform statistical analyses, and craft insightful data visualizations. This training in Washington D.C. equips individuals with the skills to leverage the R language effectively, transforming raw data into valuable insights and actionable recommendations.

Mastering Data Science with R enables effective data preprocessing, statistical analysis, and predictive modelling. This proficiency is especially valuable for data scientists, analysts, and researchers working with complex datasets. The versatility of R empowers professionals in Washington D.C. to extract meaningful insights and contribute to data-driven decision-making in various industries, making it an essential skill set for career advancement.

The Knowledge Academy's 2-day Data Science with R Training course in Washington D.C. delivers comprehensive knowledge of R programming and its mastery. Participants will delve into working with vectors, lists, metrics, arrays, and data frames, in addition to acquiring expertise in data manipulation, the art of refining and adapting data for enhanced analytical capabilities.

Course Objectives

  • To provide a comprehensive understanding of the R programming language in the context of data science
  • To equip participants with the skills to preprocess data, construct predictive models, and perform statistical analyses using R
  • To empower individuals to effortlessly conduct complex computations and statistical analyses using R tools
  • To deliver expertise in working with essential tools like data frames, matrices, vectors, and lists in the R language
  • To enhance proficiency in data manipulation for refining and adapting data for analytical capabilities
  • To ensure mastery of R programming through hands-on training and practical applications in data science

Upon completion of this Data Science with R Training in Washington D.C., delegates will possess comprehensive knowledge and mastery of the R programming language. They will be equipped with the skills to preprocess data, construct predictive models, and perform statistical analyses, enhancing their data science capabilities.

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What’s included in this Data Science with R Training Course?

  • World-Class Training Sessions from Experienced Instructors
  • Data Science with R Certificate
  • Digital Delegate Pack

Why choose us

Our Washington D.C. venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Washington D.C is the capital of the United States and is a federal district. Washington has around 660,000 inhabitants living in the area.

Washington D.C is the home to a variety of universities such as the American University which is a private research university. The university is affiliated with the United Methodist Church. The university was established in 1893 and was approved by former President Benjamin Harrison. The university enrols around 13,000 students a year who are either undergraduate or graduate students. Students at American University have backgrounds of more than 150 nationalities. The American University is also very well known for its study abroad programs in which students can participate in a number of programs around the world.

The George Washington University is another university located in Washington D.C. The university is a private research university and is the largest institution in the District of Columbia. The George Washington University was established in 1821. The university currently has around 25,300 students in attendance with the majority of those studying postgraduate degrees. Some of the courses available at the George Washington University include; Arts, Science, Business, International Affairs, Public Health, Professional Studies, Engineering, Applied Sciences, Nursing and Medicine, Politics and Law.

Another university located in Washington D.C is the Gallaudet University which is a private university for deaf and hard of hearing students. The university has around 2,000 students in attendance. Gallaudet was established in 1864 and was originally a grammar school for deaf and blind children until it became the university. Gallaudet is famous for being the only university that primarily teaches classes specifically accommodated to deaf and hard of hearing students. The university is bilingual using American Sign Language (ASL) and English.

Georgetown University is a private research university in Washington and was established in 1789 making it the oldest catholic and Jesuit institute in the United States. There are around 18,000 students who attend the university each year and study a variety of degrees. Some notable alumni from Georgetown University include eight former heads of state, Bill Clinton, Bradley Cooper and a variety of others. 

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Address

AdvantEdge Business Centres,

5335 Wisconsin Avenue,

Suite 650,

Washington D.C

United States

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Data Science With R Training | Data Science Training. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Data Science With R Training | Data Science Training, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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The training fees for certification in Washington D.C. starts from $3195
The Knowledge Academy is the Leading global training provider for .
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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

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