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Data Science Certification Training with R Language

A chance to explore Data Science and gain extensive practice of R programming Language

(1654) Users

In-Person Classroom

Unfortunately, this training model is not available for this certification

  • 3-days of guaranteed to run in-person training
  • Access to CP’s study guide designed by industry experts
  • Exam passing tips and tricks to assist in the exam
  • 2 practice test to gauge your learning post-training
  • Application assistance and support by certified staff

$ 2049
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Live Online Classroom

An online training model with the virtual presence of an instructor

  • 3-days of assured instructor-led online live training
  • Access to CP’s study guide designed by industry experts
  • 35 PDUs certificate on completion of the training
  • 100% exam pass guarantee in the 1st attempt
  • Recorded lesson video for post-training learning

$1949
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Online Self-Study

Study at your own pace with the self-study model of learning

  • 180 days of complete access to the complete course
  • Access to CP’s study guide designed by industry experts
  • 35 PDUs certificate on completion of the training
  • 100% exam pass guarantee in the 1st attempt
  • Application assistance and support by certified staff

$499

Data Science Certification Training with R Language Course Overview

Be a part of Certification Planner’s 3-days Data Science certification training with R Language to explore how R programming language can effectively be used in providing high utility in solving complex analytical problems and exploring high-end analytical tools and principles. The course also with work towards helping you master R programming language.

  • Guaranteed to run workshop, which means your Bootcamp will not be canceled
  • Learn from expert data scientists having extensive experience in the domain
  • Hands-on training will help you get the taste of real-life applications
  • Receive support by certified staff even after completion of the training

Data Science Certification Training with R Language Curriculum

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Data Science Certification Training with R Language Information

Data Science with R certification provides extensive training in the R programming language and its use in Data Manipulation, Data Visualization, and Analysis, Data mining with real-life case studies. Post-certification you would be able to

  • Conduct data cleaning on dirty data to create data set and prepare it for analysis
  • Utilize R programming language to create simple as well as complex data visualization
  • Apply various clustering and analytical tools on the data set

Data Science Certification Training with R Language Pre-requisites

The certification holds no special pre-requisites and can be taken up by students and professionals aiming to work in the data analytics spectrum.

Data Science Certification Training with R Language Exam & Certification

Contact support@certificationplanner.com

Data Science Certification Training with R Language Curriculum

Training Agenda

Lesson No.

Topics

1

Introduction

 

  • What people say about CP
  • Training types
  • Accreditations and Clients
  • About Certification Planner
  • Introduction to live training
  • About the tutorial

2

Introduction to Data Science

 

  • What is Data Science?
  • What does Data Science involve?
  • The era of Data Science
  • Business Intelligence vs Data Science
  • The life cycle of Data Science
  • Tools of Data Science
  • Introduction to Big Data and Hadoop
  • Introduction to R
  • Introduction to Spark
  • Introduction to Machine Learning

3

Statistical Inference

 

  • What is Statistical Inference?
  • Terminologies of Statistics
  • Measures of Centers
  • Measures of Spread
  • Probability
  • Normal Distribution
  • Binary Distribution

4

Data Extraction, Wrangling, and Exploration

 

  • Data Analysis Pipeline
  • What is Data Extraction
  • Types of Data
  • Raw and Processed Data
  • Data Wrangling
  • Exploratory Data Analysis
  • Visualization of Data

5

Introduction to Machine Learning

 

  • What is Machine Learning?
  • Machine Learning Use-Cases
  • Machine Learning Process Flow
  • Machine Learning Categories
  • Supervised Learning algorithm: Linear Regression and Logistic Regression

6

Classification Technique

 

  • What is Decision Tree?
  • Algorithm for Decision Tree Induction
  • Creating a Perfect Decision Tree
  • Confusion Matrix
  • What is a Random Forest?
  • What is Naive Bayes?
  • Support Vector Machine: Classification

7

Time Series

 

  • What is Time Series Data?
  • Time Series variables
  • Different components of Time Series data
  • Visualize the data to identify Time Series Components
  • Implement the ARIMA model for forecasting
  • Exponential smoothing models
  • Identifying different time series scenario based on which different Exponential Smoothing model can be applied
  • Implement the respective ETS model for forecasting

8

Deep Learning

 

  • Reinforced Learning
  • Reinforcement learning Process Flow
  • Reinforced Learning Use cases
  • Deep Learning
  • Biological Neural Networks
  • Understand Artificial Neural Networks
  • Building an Artificial Neural Network
  • How ANN works
  • Important Terminologies of ANN’s

Data Science Certification Training with R Language Video


Data Science Certification Training with R Language Information

Data Science with R certification provides extensive training in the R programming language and its use in Data Manipulation, Data Visualization, and Analysis, Data mining with real-life case studies. Post-certification you would be able to

  • Conduct data cleaning on dirty data to create data set and prepare it for analysis
  • Utilize R programming language to create simple as well as complex data visualization
  • Apply various clustering and analytical tools on the data set

Data Science Certification Training with R Language Pre-requisites

The certification holds no special pre-requisites and can be taken up by students and professionals aiming to work in the data analytics spectrum.

Data Science Certification Training with R Language Exam & Certification

Contact support@certificationplanner.com

Data Science Certification Training with R Language Curriculum

Training Agenda

Lesson No.

Topics

1

Introduction

 

  • What people say about CP
  • Training types
  • Accreditations and Clients
  • About Certification Planner
  • Introduction to live training
  • About the tutorial

2

Introduction to Data Science

 

  • What is Data Science?
  • What does Data Science involve?
  • The era of Data Science
  • Business Intelligence vs Data Science
  • The life cycle of Data Science
  • Tools of Data Science
  • Introduction to Big Data and Hadoop
  • Introduction to R
  • Introduction to Spark
  • Introduction to Machine Learning

3

Statistical Inference

 

  • What is Statistical Inference?
  • Terminologies of Statistics
  • Measures of Centers
  • Measures of Spread
  • Probability
  • Normal Distribution
  • Binary Distribution

4

Data Extraction, Wrangling, and Exploration

 

  • Data Analysis Pipeline
  • What is Data Extraction
  • Types of Data
  • Raw and Processed Data
  • Data Wrangling
  • Exploratory Data Analysis
  • Visualization of Data

5

Introduction to Machine Learning

 

  • What is Machine Learning?
  • Machine Learning Use-Cases
  • Machine Learning Process Flow
  • Machine Learning Categories
  • Supervised Learning algorithm: Linear Regression and Logistic Regression

6

Classification Technique

 

  • What is Decision Tree?
  • Algorithm for Decision Tree Induction
  • Creating a Perfect Decision Tree
  • Confusion Matrix
  • What is a Random Forest?
  • What is Naive Bayes?
  • Support Vector Machine: Classification

7

Time Series

 

  • What is Time Series Data?
  • Time Series variables
  • Different components of Time Series data
  • Visualize the data to identify Time Series Components
  • Implement the ARIMA model for forecasting
  • Exponential smoothing models
  • Identifying different time series scenario based on which different Exponential Smoothing model can be applied
  • Implement the respective ETS model for forecasting

8

Deep Learning

 

  • Reinforced Learning
  • Reinforcement learning Process Flow
  • Reinforced Learning Use cases
  • Deep Learning
  • Biological Neural Networks
  • Understand Artificial Neural Networks
  • Building an Artificial Neural Network
  • How ANN works
  • Important Terminologies of ANN’s

Data Science Certification Training with R Language Video



Data Science Certification Training with R Language FAQ's

Data science is the study of data to extract useful information from recording, storing, and analyzing data. Gain insights and knowledge from any of the data using Data science - both structured and unstructured.

 

R is a programming environment and language used for conducting various computing, data mining, and statistical executions.

We offer flexible learning solutions to working professionals: 

Live Online Classroom training: Attend a live instructor-led course from anywhere. Start a live video conversation anytime with the instructor and fellow participants, just like the traditional classroom. 

 

Online Self Study: Learn and prepare for the Data Science with R at your own pace. Get access to downloadable courseware and upskill on the move.

Yes, the exam fee for Data Science with R is included in the course fee. Drop an email to Support@certificationplanner.com to request an exam portal access.

 

On completion of 3 days of Data Science with R In-person/online training. You will receive a 24 PDU's certificate. Certificate soft copy will be mailed to your registered email address within 48 hours of course completion

All registered participants will receive a link to download the courseware from Dropbox. Once downloaded, you will have lifetime single-user access to the CP course material.

Yes, for online exams, we will help you set up your PC/Laptop, and for an In-person exam, we will help you find the nearest location, available date and time.

Our in-person and live online classroom training offers a similar learning experience except for the physical presence of the instructor and fellow students in the live online classrooms. You can see, talk, and chat with the instructor in online classes as well, just like the traditional classes. 

A course confirmation email will be sent immediately after the registration. Other information such as location, courseware access, instructor contact, timings, do’s, and don’ts will be shared five days before the class by our training team.

Absolutely yes. You need to drop an email to Support@certificationplanner.com with your request, and depending upon when you raise a refund or rescheduling request, a fee will be applicable. To learn more, please read our refund policy.

Our certification training programs are designs to help you pass the exam in 1st attempt. With a hands-on learning approach and globally accredited courseware, our training program will boost your confidence not only to pass the exam but also to retain the knowledge beyond the classroom. 

Data Science Certification Training with R Language Review

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