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R Programming Essentials for Data Science & Analytics (TTDS6683)

4.6 out of 5 rating Last updated 13/12/2024   English

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Duration

3 Days

18 CPD hours

Overview

This course provides indoctrination in the practical use of the umbrella of technologies that are on the leading edge of data science development focused on R and related tools. Working in a hands-on learning environment, led by our expert practitioner, you'll explore R and its ecosystem, and where it's a better a tool than Excel.

This course is approximately 50% hands-on, combining expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises. Our engaging instructors and mentors are highly experienced practitioners who bring years of current "on-the-job" experience into every classroom. Working in a hands-on learning environment, guided by our expert team, attendees will learn about and explore:
-Data Science essentials
-R programming Essentials
-Variables and Types, Loops, R Scalars, Vectors, and Matrices
-String and Text Manipulation, List & Functions
-DataFrames and File I/O
-Reading data from files and data prep
-Visualization
-Exploration With Dplyr
-Statistical Modeling With R
-Data Exploration
-Regressions
-R and Big Data

Description

R is a functional programming environment for business analysts and data scientists. It's a language that many non-programmers can easily work with, naturally extending a skill set that is common to high-end Excel users. It's the perfect tool for when the analyst has a statistical, numerical, or probabilities-based problem based on real data, and they've pushed Excel past its limits.
Introduction to R Programming for Data Science & Analytics is a hands-on course that presents common scenarios encountered in analysis and present practical solutions. This course provides indoctrination in the practical use of the umbrella of technologies that are on the leading edge of data science development focused on R and related tools. Working in a hands-on learning environment, led by our expert practitioner, you'll learn R and its ecosystem, and where it's a better a tool than Excel.

Prerequisites

This course, geared for Data Analysts and Data Scientists who need to learn the essentials of how to program in R. Students should have intermediate-level experience in their field, and prior experience working with programming languages.

Session: Data Science Essentials
Data Science
Process of Doing Data Science
Session: Introducing R
R Essentials
Variables and Types
Control Structures (Loops / Conditionals)
R Scalars, Vectors, and Matrices
Defining R Vectors
Matrices
String and Text Manipulation
Character data type
File IO
Lists
Functions
Introducing Functions
Closures
lapply/sapply functions
DataFrames
Session: Intermediate R
DataFrames and File I/O
Reading data from files
Data Preparation
Built-in Datasets
Visualization
Graphics Package
plot() / barplot() / hist() / boxplot() / scatter plot
Heat Map
ggplot2 package ( qplot(), ggplot())
Exploration With Dplyr
Session: Analytics With R
Statistical Modeling With R
Statistical Functions
Dealing With NA
Distributions (Binomial, Poisson, Normal)
Data Exploration
Regressions
Linear Regressions
Logistic Regressions
Text Processing (tm package / Wordclouds)
R and Big Data
Additional course details:

Nexus Humans R Programming Essentials for Data Science & Analytics (TTDS6683) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the ITS Data Analytics course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the R Programming Essentials for Data Science & Analytics (TTDS6683) Course

Available Delivery Options for the R Programming Essentials for Data Science & Analytics (TTDS6683) training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the R Programming Essentials for Data Science & Analytics (TTDS6683) training provide?

The 3 day. R Programming Essentials for Data Science & Analytics (TTDS6683) training course give you up to 18 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

Which exam does the R Programming Essentials for Data Science & Analytics (TTDS6683) training course prepare you for?

The R Programming Essentials for Data Science & Analytics (TTDS6683) prepares you for the Yes official exam. You can take this exam at any exam center across Ireland including, Dublin, Cork, Galway, Northern Ireland or live online where ever you are. Exams vary in duration and if required you can request with the provider for any accommodations appropriate for you.

What is the correct audience for the R Programming Essentials for Data Science & Analytics (TTDS6683) training?

This course, geared for Data Analysts and Data Scientists who need to learn the essentials of how to program in R. Students should have intermediate-level experience in their field, and prior experience working with programming languages.

Do you provide training for the R Programming Essentials for Data Science & Analytics (TTDS6683).

Yes we provide corporate training, dedicated training and closed classes for the R Programming Essentials for Data Science & Analytics (TTDS6683). This can take place anywhere in Ireland including, Dublin, Cork, Galway, Northern Ireland or live online allowing you to have your teams from across Ireland or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the R Programming Essentials for Data Science & Analytics (TTDS6683) program.

The R Programming Essentials for Data Science & Analytics (TTDS6683) training takes place over 3 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

What other terms do people search for when looking for this course?

Popular related searched include R Programming.

Why are Nexus Human the best provider for the R Programming Essentials for Data Science & Analytics (TTDS6683)?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for Ireland on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the R Programming Essentials for Data Science & Analytics (TTDS6683) training.

Yes, the discount code PENPAL5 is currently available for the R Programming Essentials for Data Science & Analytics (TTDS6683) training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

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Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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