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

Data Analysis with R Training in Sydney, Australia

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 Sydney

Introduction

With 48% of the top 500 Australian companies and many multinational headquarters, Sydney itself is a corporate magnet. The Australian capital is at the top of its game not just in architecture and recreational open spaces, but also its IT industry.

About the course in the city

The skills of extracting raw data and turning it into valuable information to be used by corporate executives and business managers are in high demand. Therefore, the open source language of R is a rage today due to its ease of use and simple techniques required for data manipulation and visualization. The data analytics training courses in Sydney, therefore, improve upon your skill set with the training in fundamentals of business intelligence and data analytics. Zeolearn’s exclusive data analytics certification in Sydney hence, is a great course that provides you with the required knowledge of data analytics in a short period of time. Their team of experts design the extensive course covering the fundamentals of the same. The course materials are available to all the enrolled students for a lifetime.

Currently considered as the best language to study and data manipulation techniques with, the open source programming language R is easy to learn and very efficient in practice. It is extremely helpful with predictive modelling as well as is a great platform for conducting data analysis, and creating statistical models. That’s why, not only does Zeolearn’s data analytics courses in Sydney includes fundamentals of data analytics of the programming language R, but also models of clustering and predictive analysis to give you a thorough knowledge of the subject.

The data analytics certification in Sydney will help you visualize the important characteristics of data set through explanatory data analysis. The main focus of the program will be to understand the data’s underlying structure and variables, before delving into the fundamentals of R language. In the later stages of the course, you can also learn about data visualization and predictive analysis. By the end of the course, you will not only be able to develop an intuition about the data set but will also be able to predict how it came into existence and how it needs to be investigated. Data analytics courses in Sydney by Zeolearn are greatly focused in customer satisfaction and therefore, provide live sessions with expert tutors for the subjects. In case, you’re not satisfied by their coaching methods, they will reimburse your fee of the entire course.

Here is what you learn

Our course offers

  • Methods to prepare data for analysis
  • Learning data manipulation in R
  • Improve on data visualization and data mining

Objective of the course:

  • Understand the basics of data analytics
  • Learn the fundamentals of programming language R
  • How to manipulate data in R
  • Learn skills like data mining clustering techniques and predictive analysis

Highlights of the course:

  • Expert tutors will conduct live tutorial sessions for you
  • You can speed up the process of learning through regular assignments
  • The flexible schedules offer you to plan your classes well
  • You get a lifetime access to all the lectures so that you can always look back and learn from them

Is the course right for you?

If you’re a data or analyst, or a statistician who’s interested in learning the fundamentals of R language and improve their techniques of data visualization, this is the right course for you. Enroll into Zeolearn’s course now to expand your skill set and excel in your career.

Prerequisites

You are required to have a basic knowledge of either Python or Java programming language for data analytics training in Sydney. It is an additional benefit if you have a background in mathematics. 

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