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Data Analysis Using R

  • Home
  • Data Analysis Using R
  • Introduction
  • Course Structure
  • Championship Round
  • Software And Kits
  • Workshop Benefits

Introduction

About the Data Analysis  workshop

Data Analytics is a powerful tool for handling and interpreting large volumes of data. It helps professionals across various fields, such as business, healthcare, and science, make well-informed decisions. By dissecting big data, Data Analytics provides insights that are crucial for optimizing strategies, improving operations, and enhancing service delivery.

The surge of data in today’s digital age necessitates robust analytics to process and make sense of the information gathered. Every minute, massive amounts of data are generated from numerous sources, including social media, transaction records, and IoT devices. Analyzing such data helps in identifying trends, predicting market dynamics, and tailoring services to meet customer demands effectively.

One significant advantage of Data Analytics is its ability to challenge and refine existing theories and practices. With empirical data, longstanding assumptions can be reassessed, leading to more dynamic and accurate models and strategies. This aspect of Data Analytics not only helps in validating new theories but also in discarding outdated ones that no longer serve their purpose.

Big Data Analytics, a subset of analytics, specifically deals with exceptionally large datasets that cannot be processed effectively with traditional computing techniques. This process involves several stages: collecting data from various sources, organizing it into a coherent framework, and then analyzing it to extract meaningful patterns and insights. These insights can lead to innovative solutions and strategic adjustments in business models, health protocols, and scientific research.

Various tools have been developed to assist with Big Data Analytics. Among these tools, the R programming language stands out due to its flexibility and powerful suite of statistical features. R is particularly favored for its ability to manage large datasets, perform complex statistical analyses, and create high-quality visual representations of data.

During our workshop, participants will gain hands-on experience with the R language. Starting with data preparation, attendees will learn how to clean and structure data, an essential step before any meaningful analysis can be performed. We will cover how to compute various statistical measures that are crucial for understanding data distributions and relationships.

Furthermore, the workshop will delve into creating meaningful data visualizations. Visuals such as graphs, charts, and plots are indispensable for interpreting data trends and communicating findings effectively. Participants will also learn to create reusable R functions, which are vital for making the analysis process more efficient and less prone to errors.

Another focus of the workshop will be on predictive modeling. Using R, participants will create models that can forecast future trends based on historical data. This predictive capability is incredibly beneficial for planning and decision-making processes in any field.

By the end of the workshop, attendees will have a thorough understanding of how to leverage the R language for data analysis. They will be equipped with the skills needed to extract insights from large datasets and apply these insights to real-world problems. Whether it’s enhancing business operations, advancing scientific research, or improving healthcare outcomes, the skills learned here will be invaluable.

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Highlights of Data Analysis Using R

After completing the Data Analysis Workshop you should be able to understand

  •  Implement a One Real Time Project
  • Understand data analysis via EDA as a journey and a way to explore data
  •  Explore data at multiple levels using appropriate visualizations.
  •  Acquire statistical knowledge for summarizing data.
  •  Demonstrate curiosity and skepticism when performing data analysis.

Workshop Duration: 2-Days (7-8 hours each day)

Workshop Certification

  • Certificate of Participation from AppsFluxus’18  in Association With EDC IIT-Roorkee.
  • Certificate of merit from AppsFluxus’18  in Association With EDC IIT-Roorkee.
  • Certificate of Coordination from AppsFluxus’18  in Association With EDC IIT-Roorkee.
  • College will get Center of Excellence form AppsFluxus’18  in Association With EDC IIT-Roorkee.

2-Days Data Analysis Projects Details

  • Rstudio For the Practice
  • Rpackage For the Practice

We will cover One Real time project (According Any One Real Time data Available)

  • Patanjali product analysis,
  • Snapdeal analysis,
  • Book My show customer analysis
  • JIO communication sentimental Analysis
  • Indian Railways Customer Analysis

Who should go for this workshop?

Research scholars / Post graduate and undergraduate students, Faculty Members, Practitioners

What are the pre-requisites for this Course?

A background in statistics is helpful but not required

Familiarity with the following CS and Math topics will help students:

  • Variable assignment
  • Comparison and logical operators ( <, >, <=, >=, ==, &, | )
  • If else statements
  • Square roots, logarithms, and exponentials

Workshop Fee:

Rs.1250/- Per Participant Only (The fee includes training, certification, and Event registration and a Free Data Analysis tool Kit to each Participant)

In case of any queries | please feel free to contact
Finland Labs
Phone : +1 -850 583 8080
(M), (011) 65544708(O)
Email : info@finlandlabs.com

Click Here to Download Complete Proposal

Course Structure

2-Days Data Analysis Using R Course Content (20% Theory & 80% Hands-On Session)

Overview

  • History of R
  • Advantages and disadvantages
  • Downloading and installing
  • How to find documentation

Introduction

  • Using the R console
  • Getting help
  • Learning about the environment
  • Writing and executing scripts
  • Saving your work

Installing Packages

  • Finding resources
  • Installing resources

Data Structures, Variables

  • Variables and assignment
  • Data types
  • Indexing, subsetting
  • Viewing data and summaries
  • Naming conventions
  • Objects

Getting Data into the R Environment

  • Built-in data
  • Reading data from structured text files
  • Reading data using ODBC

Control Flow

  • Truth testing
  • Branching
  • Looping
  • Vectorized calculations

Functions in Depth

  • Parameters
  • Return values
  • Variable scope
  • Exception handling

Handling Dates in R

  • Date and date-time classes in R
  • Formatting dates for modeling

Descriptive Statistics

  • Continuous data
  • Categorical data

Inferential Statistics

  • Bivariate correlation
  • T-test and non-parametric equivalents
  • Chi-squared test
  • Distribution testing
  • Power testing

Group By Calculations

  • Split apply combine strategy

Base Graphics

  • Base graphics system in R
  • Scatterplots, histograms, barcharts, box and whiskers, dotplots
  • Labels, legends, Titles, Axes
  • Exporting graphics to different formats

2-Days Data Analysis Projects Details

  • Rstudio For the Practice
  • Rpackage For the Practice

We will cover One Real time project (According Any One Real Time data Available)

  • Patanjali product analysis,
  • Snapdeal analysis,
  • Book My show customer analysis
  • JIO communication sentimental Analysis
  • Indian Railways Customer Analysis

Click Here to Download Complete Proposal

Championship Round

1st Stage (To be held at Zonal Centers)

  • Competitions will be held at different Zonal centers through workshop on Data Analysis Using R .
  • All the participants who want to participate in AppsFluxus-2018 Championship are required to attend the workshop at any zonal center.

2nd Stage (Prelims rounds to be held at zonal center):

  • Just after the workshop a Prelims Rounds of AppsFluxus-2018 will held at zonal center.
  • Winners will be awarded with Certificate of Merit and will be eligible to participate in Final Rounds which will be held at IIT-Roorkee.

3rd Stage (FINAL Round to be held will be March 2018 at IIT-Roorkee):

  • Winners of zonal centers will be called to participate in the biggest final round of AppsFluxus’18 championship will held at IIT-Roorkee
  • Top 3 Teams will be awarded as winners of The AppsFluxus’18 championship & will be awarded & honored by EDC,IIT-Roorkee.

Grand Final Competition

Grand finale of all zonal center winners will be in March 2018 at IIT-Roorkee

Zonal Level Competition Prelims

Rounds will be held just after the completion of workshop at zonal center

Zonal Level Workshop

2-Days workshop on Data Analysis Using R will be organized by AppsFluxus’18 at zonal center

Software And Kits

Free Data Analysis Using R Development tool Kit to Each Participant

  • Sample Codes
  • PPTs
  • Projects
  • Software
  • R Studio
  • Tutorials
  • Study Materials

Click Here to Download Complete Proposal

Workshop Benefits

Zonal Competition:

  • After the hand on theory and practical experience from the workshop, Zonal Round Competition will be conducted for the participants.

Benefits to the participants

  • Learn & Interact with renowned Industry Experts.
  • The Certificate of Participation in association with EDC IIT Roorkee.
  • Free CD/DVD containing Software Resource Toolkit.
  • Zonal center’s winners will be called to participate in the final round will be held at IIT-Roorkee.
  • Top Teams will be awarded as winners with the certificate of honor & respected prizes at IIT-Roorkee

Benefits of association with APPSFLUXUS-2018

  • Name and Logo including website link will be published on our official website mentioning that “You are our Official Zonal Partner”.
  • Authorized Team will visit your College to organize the entire event.
  • The chance to get signs the MOU between Finland labs New Delhi & Your estimated college.
  • An email will be sent to more than 1 lack users of our web partners about your college publicity.
  • Posters and Flexes will be sent to you for effective regional publicity.
  • All India publicity through Web marketing will also be done.

Online Course

To know more our Online Course

Registration Form



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