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

Data Analysis with R Training in Mumbai, 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 Mumbai

Introduction

Mumbai is called the city of dreams as it has a great number of opportunities for people who want to succeed, and therefore is considered to be the financial and business capital of the country. It serves as an economic hub of India. Mumbai was ranked among the fastest cities in the country for business start-ups in 2009, and it is the third most valuable office market in the world.

About the course in the city

Business Intelligence and Analytics is a technology, which is used to analyse the data and present it in a form so that executives, managers, and others can take advantage of it to make relevant and important decisions for the development of a business. Tableau is used so that we can collect data from various sources, both internally and externally, and at the end, we can analyse it to get the required results. It doesn’t matter what your needs are; whether professional or occasional, you can use R to fulfil your requirements.

Zeolearn’s Tableau training will make you an expert in the field of business intelligence and analytics and to do so, Zeolearn offers coaching in Data Analytics courses in Mumbai The Data Analytics training in Mumbai includes hands-on material, workshops and practice sessions that will help you gain expertise and knowledge in business intelligence and analytics tools. Every business developer understands the importance of time and the re usability of data for further development, therefore; Data Analytics certification in Mumbai also covers methods to reuse the data more efficiently.

To serve for better improvement, the Data Analytics with R course in Mumbai helps you to learn the association with the databases and to make essential diagrams, charts, and parts with the assistance of live addresses, which will enhance your rudiments to progress by giving assignments. You can likewise take assistance from your master guide as Data Analytics with R in Mumbai gives an adaptable timetable so that you can simply get to your class recording to visit the missed session again in some other live clump.

At Zeolearn, we believe in complete customer satisfaction, thus, if you’re not pleased with our practices of coaching, your total course fee will be refunded after completion of two successful training sessions.

Here is what you learn

Our Data Analytics with R training course in Mumbai offers

  • Introduction to data science and analytics
  • Understand the need for data visualization with R
  • Make advance insightful visuals
  • What R is for and how it is used to do data analysis
  • Get familiar with the important R data structures
  • Learn programming concepts

The Objective of the course:

  • The know-how to analyse the data
  • Developing reusable data for improved efficiency and speed

Highlights of the course:

  • Lifetime access to Learning Management System (LMS)
  • Live interactive sessions
  • Learn by doing assignments
  • Flexible schedule
  • Opportunity to learn from industry experts

Is the course right for you?

Specifically, entrepreneurs can opt in for this course to work effectively and to excel their professional skills.

Prerequisites

  • Intermediary database knowledge
  • Knowledge of visualization and dashboards

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