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Data Analytics with R Rated 4.0/5 based on 122 customer reviews

Data Analysis with R Training in Hyderabad, India

Learn and polish your skills in techniques such as Predictive Analytics, Association Rule Mining and create your own functions, objects and packages

  • 30 hours of Instructor-led training
  • Beginner to Advanced level
  • Hands-on training
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Modes of Delivery

Key Features

30 hours of intensive mentoring
Engaging hands-on learning sessions
Acquire end-to-end knowledge on Data Analytics and R tools
Master core analysis concepts and apply in predictive data modeling
Enjoy the benefits of post-training assistance from our trainers
Get assistance from our trainers in implementing business analytics and mining techniques in real time projects

Description

Data Analytics training course

The open source programming language R has increased in popularity in recent years, and is now universally accepted by statisticians and data miners as the number one language for data science. R uses cutting-edge technology to manipulate data and create statistical models and charts that can be used for predictive modelling. It gives quick results and because it is open source, it is supported by a worldwide community of over two million users and developers. Zeolearn’s Data Analytics training will take you through the basics of this powerful language R. From the ground up, you will learn how to develop data for analysis and apply statistical measures to create data visualisations. By exploring the characteristics of data sets, you can analyse and achieve optimum results based on past data.

Data Analytics course at our institute will prepare you to handle complex, multifaceted projects and Data Analytics certification improves your career opportunities. Our academy also offers Data Analytics online coaching at affordable cost to the individuals who are not able to attend the classroom training. We have industry experts with great experience as trainers. Register now and prove your expertise to your potential employers.

Here’s what you will learn!

  • Learn to explore and visualize data and polish your skills in techniques such as Predictive Analytics, Association Rule Mining and much more
  • Derive meaning from custom created charts that are used to represent complex data, manipulate this data and create statistical models for predictive analysis
  • Learn to use R, not just as a statistical tool but to create your own functions, objects and packages

Is this course right for you?

Statisticians, Data Analysts, Business Analysts and professionals keen to learn more about the science and practice of data analysis using R, will benefit from this data analytics certification course.

What do you need to be familiar with?

  • Basic knowledge of a programming language such as Python or Java
  • A background in Mathematics will be beneficial

Curriculum

  1. R tools and their uses in Business Analytics
  2. Objectives
  3. Analytics
  4. Where is analytics applied?
  5. Responsibilities of a data scientist
  6. Problem definition
  7. Summarizing data
  8. Data collection
  1. Difference between R and other analytical languages
  2. Different data types in R
  3. Built in functions of R: seq(), cbind (), rbind(), merge()
  4. Subsetting methods
  5. Use of functions like str(), class(), length(), nrow(), ncol(),head(), tail()
  1. Steps involved in data cleaning
  2. Problems and solutions for Data cleaning
  3. Data inspection
  4. Use of functions grepl(), grep(), sub()
  5. Use of apply() function
  6. Coerce the data
  1. How R handles data in a variety of formats
  2. Importing data from csv files, spreadsheets and text files
  3. Import data from other statistical formats like sas7bdat and sps
  4. Packages installation used for database import
  5. Connect to RDBMS from R using ODBC and basic SQL queries in R
  6. Basics of Web Scraping
  1. Understanding the Exploratory Data Analysis(EDA)
  2. Implementation of EDA on various datasets
  3. Boxplots
  4. Understanding the cor() in R
  5. EDA functions like summarize()
  6. llist()
  7. Multiple packages in R for data analysis
  8. Segment plot HC plot in R
  1. Understanding on Data Visualization
  2. Graphical functions present in R
  3. Plot various graphs like tableplot
  4. Histogram
  5. Box Plot
  6. Customizing Graphical Parameters to improvise the plots
  7. Understanding GUIs like Deducer and R Commander
  8. Introduction to Spatial Analysis
  1. Introduction to Data Mining
  2. Understanding Machine Learning
  3. Supervised and Unsupervised Machine Learning Algorithms
  4. K-means Clustering
  1. Association Rule Mining
  2. Sentiment Analysis
  1. Linear Regression
  2. Logistic Regression
Anova
Predictive Analysis
  1. Decision Trees
  2. Algorithm for creating Decision Trees
  3. Greedy Approach: Entropy and Information Gain
  4. Creating a Perfect Decision Tree
  5. Classification Rules for Decision Trees
  6. Concepts of Random Forest
  7. Working of Random Forest
  8. Features of Random Forest

Frequently Asked Questions

This is the world of big data, and professionals who are well versed in data analysis and applied statistics are much sought after in companies across the globe. By discovering the important patterns in large quantities of data, companies can steer the direction of their work strategies and shape business success.R is a strongly functional programming language and environment that is used to statistically explore data sets. Increasingly popular in academia and industry circles, it has become the most important tool for statistical data science. This course gives a smooth transition into working with R, and gives you hands-on experience in working on a project that tests your knowledge and practical skills.
After completing our course, you will be able to:
  • Get a comprehensive understanding of the fundamentals of R
  • Know the steps needed to get started with R and the R Console
  • Have knowledge of Data types and Structures
  • Get an understanding of how to Explore and Visualize Data
  • Have familiarity with Programming Structures, Functions and Data Relationships
  • Get skills in techniques such as Predictive Analytics, Association Rule Mining and so on
Towards the end of the course, all participants will be required to work on a project to get hands on familiarity with the concepts learnt. You will perform predictive analyses on the provided data using R programming language. This project, which can also be a live industry project, will be reviewed by our instructors and industry experts. On successful completion, you will be awarded a certificate.
Classes are held on weekdays and weekends. You can check available schedules and choose the batch timings which are convenient for you.
You may be required to put in 10 to 12 hours of effort every week, including the live class, self study and assignments.
  • Your classes will be held online. All you need is a windows computer with good internet connection to attend your classes online. A headset with microphone is recommended.
  • You may also attend these classes from your smart phone or tablet.
Don’t worry, you can always access your class recording or opt to attend the missed session again in any other live batch.

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Data Analytics with R Course in Hyderabad

Introduction

Touted as the city of pearls and Nizam, the city of Hyderabad is a perfect combination of historical and modern, both regarding architecture and culture. The city is the biggest contributor to the country’s GDP and houses the offices of about 1300 IT firms in the city including the likes of Yahoo!, Oracle, Facebook, and Uber.

About the course in the city

The need of business intelligence services is at an all-time high in the IT. The industry really needs people with statistical skills who understand the underlying structure of data and are able to extract meaningful information from the same. Thus, it is beneficiary for the younger crowds to add skills like data analytics for better prospects in these industries. The data analytics training courses in Hyderabad are meant for people who want to understand the fundamentals of data analytics and business intelligence and use it in their everyday life. That is why Zeolearn has come up with data analytics courses in Hyderabad help you understand the basics of explanatory data analysis along with the use of programming language R to analyse and predict data.

The data analytics certification in Hyderabad covers the fundamentals of data and its underlying structure. The course also includes topics like regression and association rule mining. The major part of the Data analytics courses in Hyderabad include the learning and understanding of the open source programming language R, that is one of the most popular languages used for data analysis. The course covers fundamentals, data manipulation, and data visualization in R.

At Zeolearn, you not only are carefully prepared for the subject with extensive live lectures but also with the help of hands-on assignments. The program focuses on coaching you everything about the subject in a short span of time. However, if you’re not satisfied with the same, you can opt out of it and get a reimbursement of your fee payment.

Here is what you learn

Our data analytics certification in Hyderabad offers

  • Explanatory behaviour of data and its underlying structure
  • Fundamentals of data analytics
  • Understanding of programming language R and data manipulation in the same
  • Techniques like association rule mining and predictive analysis

Objective of the course:

  • Understand data and its behaviour
  • Gain knowledge of how data came into existence and how it can be interpreted
  • Learn to interpret the same with the help of various tools
  • How to investigate the data with statistical methods
  • Learn how the programming language R can be used in data analytics

Highlights of the course:

  • Interactive training sessions held by expert tutors
  • Timely assignments for improved understanding of the subject
  • Flexible schedule where you can fix the timing of your own classes
  • Lifetime access to the lectures

Is the course right for you?

The course is meant for the people who are working in the field of business and data analysts. The course is also a great add-on for statisticians in their career.

Prerequisites

A basic understanding of the fundamentals of Python and Java is required for taking the data analytics training in Hyderabad at Zeolearn. If the person has a background in mathematics, it makes the understanding of the course a lot easier.

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