Courses

Data Science with R

Learn data science using R from scratch with this online course. Understand how R language allows you to import, clean, manipulate, and visualize the data to make data-driven decisions.

Difficulty Level: BEGINNER

Age group: 15-39

This course Includes

12 live tutoring sessions

Access on mobile and web

Certificate of completion

Typical Price

$25 .73

/ session / seat

30-Day Money-Back Guarantee

Content

data science - Data Science with R Data Science with R - Introduction to R Programming - Analysis of Variance (ANOVA) - R-Packages - Sorting of Data Frame - Matrices and Vectors in R - Reading Data from External Files - Generating Plots - K-Means Clustering Introduction to R Programming - Features of R - Introduction to RStudio - Familiarity with Different Data Types and Functions - Learning to Deploy them in Various Scenarios - Use SQL to apply ‘join’ Function - Components of RStudio like Code Editor, - Visualization and Debugging Tools and Learn about R-bind - Statistical Packages R-Packages - R Functions - Code Compilation - R Package Structure - Package Metadata and Testing - CRAN (Comprehensive R Archive Network) - Vector Creation and Variables Sorting of Data Frame - R Functionality - Rep Function - Generating Repeats - Sorting and Generating Factor Levels - Transpose and Stack Function Matrices and Vectors in R - Introduction to Matrix - Vector in R - Understanding various functions like Merge, Strsplit - Matrix Manipulation, RowSums, RowMeans,ColMeans,ColSums - Sequencing, Repetition, Indexing and Other Functions Reading Data from External Files - Understanding Subscripts in Plots in R - How to Obtain Parts of Vectors - Using Subscripts with Arrays - Lists and Understanding How to Read Data from External Files Generating Plots - Generate Plots in R - Graphs - Bar Plots - Line Plot - Histograms and Components of a Pie Chart Analysis of Variance (ANOVA) - Working with Pie Charts and Histograms - Deploying ANOVA with R - One-way ANOVA, and Two-Way ANOVA - Understanding Analysis of Variance - Statistical Technique K-Means Clustering - K-Means Clustering for Cluster and Affinity Analysis - Cluster Algorithm - Cohesive Subset of Items - Solving Clustering Issues - Working with Large Datasets - Association Rule Mining Affinity Analysis for Data Mining - Learning Co-Occurrence Relationships Assignment - Assignment

Prerequisites

Knowledge of Programming Language R
Enthuziasm to learn

Objectives

Introduction to Machine Learning: Get started with basic machine learning techniques in R, including supervised and unsupervised learning methods like linear regression and clustering.
Data Visualization: Learn to create informative plots and charts using ggplot2 to explore and present data visually.
Statistical Analysis: Gain foundational knowledge of statistical concepts and methods such as descriptive statistics, hypothesis testing, and regression analysis.
Data Manipulation: Understand how to import, clean, and manipulate data using R packages like dplyr and tidyr.
Introduction to R Programming: Learn the basics of R syntax, data types, variables, and functions.

Learning Outcomes

Knowledge of R Studio with Functionality and Tools
Understanding of Statistical Modeling Techniques
Skill of Deploying ANOVA with R
Ability to K-Means Clustering
Mastery in handling, storing, and analyzing the data

Why learn with EnthuZiastic?

Here's why more and more people are joining EnthuZiastic

Personalized Lessons

Customize your lessons to meet your individual goals.

Expert Teachers

Top rated teachers to guide you through the learning process.

Flexible Timings

Attend classes anytime, anywhere. Make your own schedule.

Easy Rescheduling

manage holidays or conflicting appointments easily by rescheduling classes.

Complete Support

A compassionate support team to listen to your needs.

Completion Certificate

You will get a certificate for the completion of the course.

How it works?

Enroll

Enroll for the course of your liking by selecting 1:1 or group classes. Choose the type of instructor you want to learn with.

Schedule

Download Enthu app and schedule classes for the day and time that works best for you. You own your learning schedule.

Learn

Join classes on Zoom and start learning with lessons customized for you. Make most of our student success program.

Value Proposition

We offer a diverse range of interactive classes, ensuring accessible and personalized education for everyone, anytime, anywhere.

Carefully Curated Expert Instructors

All courses are taught by our expert instructors who are carefully chosen with a rigorous < 1% acceptance rate. For every 100 tutors interviewed, only 1 is chosen, ensuring you get the best.

Engaging and Interactive Classes

Each session is designed to be dynamic and captivating, ensuring the learner stays excited and engaged throughout.

Progress Reports

Our team works hard behind the scenes to create and maintain a meticulously detailed progress report for each learner as they progress through the sessions.

Session Recordings

The recordings of each session are automatically available in the app after 24 hours of each session, they are extremely helpful for revisions.

Certificates

Some rewards are necessary for motivating learners and Enthuziastic awards dedicated learners with official certificate of completion and if they win in any of our regular competitions, they are awarded the respective winners certificates.

Feedback and Assignments

Parents/Learners provide us regular feedback after every session through a formal submission in the app, this helps us customize the learning path after every session according to how the learners are responding to the tutoring.

Chat Communication

Connect with instructors and peer learners directly via our app's dedicated chat group for every batch fostering a community experience while learning together.

24/7 Support

We take great pride in our service delivery. We're here for you round the clock to address any questions or concerns.

Quality & Affordability

The entire Enthuziastic team strives hard to bring you high quality learning at affordable prices. Because of the support of learners like yourself, we continue to grow our offerings and keep making them more and more affordable.

Personal Family Buddy

You will be assigned a personal family buddy, whom you can continuously stay in touch through and beyond your learners learning journey. Whatever your needs are you can always reach out to your Family Buddy/Student Success Manager whose only job is to make your learning journey successful.

Carefully Curated Expert Instructors

All courses are taught by our expert instructors who are carefully chosen with a rigorous < 1% acceptance rate. For every 100 tutors interviewed, only 1 is chosen, ensuring you get the best.

Engaging and Interactive Classes

Each session is designed to be dynamic and captivating, ensuring the learner stays excited and engaged throughout.

Progress Reports

Our team works hard behind the scenes to create and maintain a meticulously detailed progress report for each learner as they progress through the sessions.

Session Recordings

The recordings of each session are automatically available in the app after 24 hours of each session, they are extremely helpful for revisions.

Certificates

Feedback and Assignments

Chat Communication

Connect with instructors and peer learners directly via our app's dedicated chat group for every batch fostering a community experience while learning together.

24/7 Support

We take great pride in our service delivery. We're here for you round the clock to address any questions or concerns.

Quality & Affordability

Personal Family Buddy

Do you have any questions?

Fill this form and we will respond back, on priority.

This course Includes

12 live tutoring sessions

Access on mobile and web

Certificate of completion

Typical Price

$25 .73

/ session / seat

30-Day Money-Back Guarantee

Courses

Data Science with R

Learn data science using R from scratch with this online course. Understand how R language allows you to import, clean, manipulate, and visualize the data to make data-driven decisions.

Difficulty Level: BEGINNER

Age group: 15-39

This course Includes

12 live tutoring sessions

Access on mobile and web

Certificate of completion

Typical Price

$25 .73

/ session / seat

30-Day Money-Back Guarantee

Content

Prerequisites

Knowledge of Programming Language R
Enthuziasm to learn

Objectives

Introduction to Machine Learning: Get started with basic machine learning techniques in R, including supervised and unsupervised learning methods like linear regression and clustering.
Data Visualization: Learn to create informative plots and charts using ggplot2 to explore and present data visually.
Statistical Analysis: Gain foundational knowledge of statistical concepts and methods such as descriptive statistics, hypothesis testing, and regression analysis.
Data Manipulation: Understand how to import, clean, and manipulate data using R packages like dplyr and tidyr.
Introduction to R Programming: Learn the basics of R syntax, data types, variables, and functions.

Learning Outcomes

Knowledge of R Studio with Functionality and Tools
Understanding of Statistical Modeling Techniques
Skill of Deploying ANOVA with R
Ability to K-Means Clustering
Mastery in handling, storing, and analyzing the data

Why learn with EnthuZiastic?

Here's why more and more people are joining EnthuZiastic

Personalized Lessons

Customize your lessons to meet your individual goals.

Expert Teachers

Top rated teachers to guide you through the learning process.

Flexible Timings

Attend classes anytime, anywhere. Make your own schedule.

Easy Rescheduling

manage holidays or conflicting appointments easily by rescheduling classes.

Complete Support

A compassionate support team to listen to your needs.

Completion Certificate

You will get a certificate for the completion of the course.

How it works?

Enroll

Enroll for the course of your liking by selecting 1:1 or group classes. Choose the type of instructor you want to learn with.

Schedule

Download Enthu app and schedule classes for the day and time that works best for you. You own your learning schedule.

Learn

Join classes on Zoom and start learning with lessons customized for you. Make most of our student success program.

Value Proposition

We offer a diverse range of interactive classes, ensuring accessible and personalized education for everyone, anytime, anywhere.

Carefully Curated Expert Instructors

All courses are taught by our expert instructors who are carefully chosen with a rigorous < 1% acceptance rate. For every 100 tutors interviewed, only 1 is chosen, ensuring you get the best.

Engaging and Interactive Classes

Each session is designed to be dynamic and captivating, ensuring the learner stays excited and engaged throughout.

Progress Reports

Our team works hard behind the scenes to create and maintain a meticulously detailed progress report for each learner as they progress through the sessions.

Session Recordings

The recordings of each session are automatically available in the app after 24 hours of each session, they are extremely helpful for revisions.

Certificates

Feedback and Assignments

Chat Communication

Connect with instructors and peer learners directly via our app's dedicated chat group for every batch fostering a community experience while learning together.

24/7 Support

We take great pride in our service delivery. We're here for you round the clock to address any questions or concerns.

Quality & Affordability

Personal Family Buddy

Carefully Curated Expert Instructors

All courses are taught by our expert instructors who are carefully chosen with a rigorous < 1% acceptance rate. For every 100 tutors interviewed, only 1 is chosen, ensuring you get the best.

Engaging and Interactive Classes

Each session is designed to be dynamic and captivating, ensuring the learner stays excited and engaged throughout.

Progress Reports

Our team works hard behind the scenes to create and maintain a meticulously detailed progress report for each learner as they progress through the sessions.

Session Recordings

The recordings of each session are automatically available in the app after 24 hours of each session, they are extremely helpful for revisions.

Certificates

Feedback and Assignments

Chat Communication

Connect with instructors and peer learners directly via our app's dedicated chat group for every batch fostering a community experience while learning together.

24/7 Support

We take great pride in our service delivery. We're here for you round the clock to address any questions or concerns.

Quality & Affordability

Personal Family Buddy