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

Data Analysis with R Training in Dubai, United Arab Emirates

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 Dubai

Introduction

For the past few years, Dubai has reinvented itself into the one of the world’s most stylish tourist destinations giving a boost to many of its industries, including real estate and jewellery. Dubai’s IT sector is also on the rise with the offices of many multinationals being in the heart of the city providing a lot of opportunities to the IT crowd.

About the course in the city

Data analytics involve dealing with a lot of raw data that needs to be subsequently turned into meaningful information for one’s clients and business managers. Therefore, it is required to have perfect set of skills and knowledge to make the process a smoother and easier one. This can be easily overcome by zeolearn’s data analytics training courses in Dubai that conducts the basics of data mining and visualization along with the fundamentals of R language. The ease of use of this open source programming language has made it one of the best data analysis tool in the world and therefore, most data analytics certification in Dubai teach this language as a part of their business intelligence and data analytics course. Zeolearn plans out the entire course material and it objectives with a team of subject experts who are very well versed with the topics they tutor. They cover live classes with students and conduct interactive doubt clearing sessions as well.

Zeolearn’s data analytics courses in Dubai not only offer the in-depth knowledge about the data analytics and mining but also teach about the fundamentals of the R language. The open source programming language is a rage among many business analysts as it has made the process of data visualizing must easier than it used to be. Its various functionalities include data mining, data visualization, data importing techniques, clustering techniques, predictive analysis. If you’re someone who wants to learn how to work with different sets of information and turn it into something meaningful, Data analytics courses in Dubai are perfect for you.

The data analytics certification in Dubai course by Zeolearn is majorly focused on customer satisfaction and guarantees a payback of full fee if you’re not satisfied with their coaching methods. However, they provide live tutorial sessions with industry experts and hold exclusive doubt sessions as well. The course covers the topics ranging from the fundamentals of data analytics to polishing the predictive analytics techniques.

Here is what you learn

Our course offers

  • A learning curve for the field of data analytics
  • Understanding the principles of the R language
  • Improve on the skills of associative mining and predictive analysis.

Objective of the course:

  • Understand data’s underlying structure
  • Develop intuition about data sets and predict the outcomes
  • Efficient use of predictive analysis to make informed decisions about the required information
  • Learn how to manipulate data in the open source R programming language

Highlights of the course:

  • Get live tutoring lectures from the experts of the field
  • Exclusive doubt clearing sessions whenever you’re stuck
  • Regular assignments are meant to make the learning process smoother and faster
  • You can plan all your classes as per your schedule due to the availability of weekday and weekend batches both
  • After you’ve enrolled yourself for the course, you can access your classes any time you want to

Is the course right for you?

People whose work lives involve dealing with raw data on a daily basis and analyze it are well suited for this course. In case you’re a business or data analyst, statistician, etc. this course will help you improve your skill set.

Prerequisites

A background in mathematics and statistics is considered to be beneficial while applying for a data analytics training in Dubai. Also, one if supposed to have a basic knowledge of the programming languages Python and java while applying for the course. 

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