Live Online Training

  • 56 Hours of instructor led live training on weekends
  • Hand-on practice on 10 real life case studies
  • Access to LEAP - our analytics learning platform
  • Personal attention from faculty
  • Performance evaluation
  • Internship opportunity to work on dash-boarding & insight generation projects

Weekend classes starting 25th Nov


$599.00 USD

Self Paced Course

  • 56 Hours of self learning
  • Practice exercises and assignments to enhance skills
  • Faculties from IIT/IIMs with rich industry experience
  • Full access to video lectures for self paced learning
  • 100% moneyback guarantee
  • Placement assistance
$299.00 USD

Classroom Course

  • Weekend Exam Prep Training Classes
  • 180 days of access to high-quality Self-paced learning content
  • Globally recognized industry experts Trainers
  • Mentorship from Industry Experts
 

COURSE ADVISOR

PMP certification Guide
Jaydeep Chakraborty
(Certifications: R, SAS, Python & Excel)

 

Jaydeep has 11+ years of experience in building analytical solutions & digital strategy for large organization. He has helped over 30 global organizations transform their business using analytics across retail, banks, NGOs, DTH, Telecom & CPG. He has rich experience of conducting analytics training for over 4000 hours in the last 5 years. He has conducted classroom training and online training in India & abroad, where he has consistently recorded very high training feedback ratings. He is the winner of Dunnhumby India Hackathon & several other international data science competition.

key features

  • It’s open source. No need to pay any subscription charges.
  • The community support is overwhelming. There are numerous forums to help you out.
  • Availability of instant access to over 7800 packages customized for various computation tasks.
  • The style of coding is quite easy.
  • Get high performance computing experience ( require packages)
  • One of highly sought skill by analytics and data science companies.
 

Data Science with R?

 
Around the world, 70% of data miners are reported to use R and 24% of it as their primary tool for statistical programming. Average salary levels for R programmer vary from $73K for a Programmer Analyst to $145K for a Data Scientist.
The Data Science with R Certification course has been developed to impart an in-depth knowledge of data science techniques and their application using R to solve business problems. It builds a strong conceptual foundation and provides hands-on training on R language, R packages, functions and R studio to learn and apply predictive modeling, forecasting, classification and association techniques.
 
As part of the program you will work on real-life industry-based projects across multiple domains like social media, retail, entertainment and e-commerce using our Learning Management System. You will work on multiple assignments, case studies and practice exercises to hone your skills.
 
At the end of the course you will be able to solve analytics problems using R and build real world industry solutions

Who should join Data Science with R Certification Training?

Is this course for you?
 
You should take this course if you are a:
  • Student (UG/PG) and want to build data science skills to become data scientist
  • IT professional looking for a career switch to data science and analytics
  • Job seeker who wants to start a career in data science
  • Analtyics/Data Science professional who wants to learn advanced modeling techniques
  • Enthusiast who has genuine interest in data science and wants to grow his skills
What are the pre-requisites of the course?
 
There are no pre-requisites for this course. The course starts from scratch which makes it easy to understand for everyone and provides in-depth knowledge.
 
CERTIFICATION
 
At the end of the course you will be entitled to Scholars Pro 'Data Science with R' Certificate, provided you fulfil the following terms:
  • Completion and submission of at least 5 projects/case studies
  • Attend at least 85% of the sessions
  • Clear the final online test by minimum 60%

 

Course Contents

MODULE 1: DATA EXPLORATION

Introduction to type of data variables, data summarization techniques, building a data dictionary, univariate analysis, bivariate analysis, outlier treatment, missing value treatment.

Hours = 2
Case Study = Building a data dictionary and exploratory data analysis report for a client after you recieved client data.
Assignment = Generate a exploratory analysis report
Tool = Excel
MODULE 2: DESCRIPTIVE STATISTICS

Measures of central tendency. Measures of dispersion. Range. Skewness. Interpretation of histograms. Research methodologies. 

Hours = 2
Case Study = None
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = Excel
MODULE 3: INFERENTIAL STATISTICS

Basics of probability theory. Bayes Theorem. Probability distribution functions - Uniform, Bernoulli, Binomial, Normal, Log Normal, T. Continous probability distributions. Hypothesis testin - 1 Sided tests, 2-Sided tests. F test. T test. Chi Sq Test. ANOVA. 

Hours = 3
Case Study = Application of inferential tests
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = Excel
MODULE 4: R FUNDAMENTALS

R overview. Installation. Packages & walkthrough. Data structures (Vector, array,factors, data frames, lists). Vector calculation. Arithmetic & logical operators. Subsetting. Missing, indefinite & infinite values.

Hours = 3
Case Study = Labs are conducted with open source data to bring out the concept and insights
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = R
MODULE 5: CONTROL FLOW BASICS

For loops. While loops. Nested loops. Disadvantage of using loops. Alternates to loops.

Hours = 3
Case Study = Labs are conducted with open source data to bring out the concept and insights
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = R
MODULE 6: FUNCTIONS

Understand the structure of function. Build your own function. Usage of parameters and default values. Usage of return.

Hours = 3
Case Study = Labs are conducted with open source data to bring out the concept and insights
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = R
MODULE 7: PACKAGES

How to search & choose a new package. Package installation & updates. Help and learn. Access package functions. Hack a function. Build your own package.

Hours = 2
Case Study = Labs are conducted with open source data to bring out the concept and insights
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = R
MODULE 8: ENVIRONMENT OBJECTS

Save, load & delete objects.

Hours = 1
Case Study = Labs are conducted with open source data to bring out the concept and insights
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = R
MODULE 9: DATA IMPORT AND EXPORT

Import & export from Excel. Import & export from MySQL. Import & export from text file. Export to image & PDF. Present output in HTML webpage.

Hours = 3
Case Study = Case study on importing data from excel, formatting it in R using automated code and presenting insights from it in a web page
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = R
MODULE 10: DATA MANIPULATION BASICS

Sort & rank. Data Aggregation. Merging.

Hours = 3
Case Study = Case study on data manipulation
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = R
MODULE 11: DATA MANIPULATION ADVANCED

Apply, Lapply, Tapply, By, Replicate functions. Dplyr. Tidyr.

Hours = 3
Case Study = Labs are conducted with open source data to bring out the concept and insights
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = R
MODULE 12: DATA VISUALIZATION FUNDAMENTALS

Plot function. Changing parameters. Drawing basic charts. Adding chart elements.

Hours = 3
Case Study = Case study on plotting of stock market data
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = R
MODULE 13: DATA VISUALIZATION ADVANCED

Qplot, Ggplot, Maps.

Hours = 3
Case Study = Case study on US airport data based map visualization
Assignment = Practice Excercises + Doubt Clearing + Answers
Tool = R
MODULE 14: LINEAR REGRESSION

Introduction to linear regression technique & its uses. Details of ordinary least squares estimation technique. Modeling steps. Variable handling. Model statistics interpretation. Validation of linear regression assumptions. Metrics to measure model performance.

Hours = 7
Case Study = Case study on predicting house prices using real data.
Assignment = Case study on insurance claims using real data.
Tool = R
MODULE 15: LOGISTIC REGRESSION

Introduction to logistic regression technique & its uses. Maximum likelihood estimation technique. Modeling steps. Dependant variable definition. Variable handling. Weight of Evidence & Information Value. Variable reduction. Model statistics intepretation. Metrics to measure model performance.

Hours = 6
Case Study = Case study on predicting churn for a large telecom operator using real data.
Assignment = Case study on predicting customer cross sell for a large retailer using real data.
Tool = R
MODULE 16: TIME SERIES FORECASTING

Learn basic concepts of time series modeling. Basic techniques for forecasting. Smoothing techniques. Decomposition. Understanding the fundamentals of ARIMA. ARIMA modeling, model estimation & interpretation. Forecasting with regression and time series data. ARIMAX or dynamic regression models to build forecasting models with multiple regressors.

Hours = 6
Case Study = Case study on predicting sales for a large european retailer using real data.
Assignment = Case study on predicting call volumes for a call centre.
Tool = R
MODULE 17: CLUSTERING

Introduction to clustering. Types of clustering & their uses. K-Means clustering. Hierarchical clustering.

Hours = 3
Case Study = Case study on retail customer segmentation using K Means clustering techniques on real data.
Assignment = Case study on product categorization using hierarchical clustering on real data.
Tool = R

FAQs

I HAVE HEARD OF OTHER STATISTICAL SOFTWARE LIKE SAS AND SPSS APART FROM R. HOW DO I CHOOSE WHICH ONE SHOULD I SPECIALIZE IN?
SAS® and SPSS® are also specialized statistical software. SAS® is owned by SAS® Institute and SPSS® is owned by IBM®. While each of these have got their own niche in the market, now a days R is being adopted by majority of data professionals. Besides this, R is open source software which is licensed free of cost and supported by a large community of R professionals.
You may check out Base SAS® and Advanced SAS® courses as well before taking a decision.
WHAT ARE MY BENEFITS OF BECOMING ANR PROGRAMMING PROFESSIONAL?

R programming is being adopted by most of the statistical and analytics professionals worldwide.A large number of opportunities opening up in Big Data require knowledge of programming in R. Understanding of using R packages and programming in R can significantly improve your job prospects and career growth in Data Analytics.

WHAT CAREER OPTIONS CAN I PURSUE AS A PROFESSIONAL TRAINED IN R PROGRAMMING?

There is a plethora of opportunities opening up in Big Data Analytics and having R programming knowledge is a big plus. Starting as a Programmer, you can move on to roles as a Business Analyst and move on to a Data Scientist role. Apart from this, there are other Data Engineering roles including Data Administration.

WHAT ARE THE PRE-REQUISITES FOR ENROLLING IN THIS COURSE?
Though there are no formal pre-requisites for this training, experience in programming at least in one high-level language such as BASIC, C, Java, Python, or Ruby is strongly recommended.
 
Basic knowledge of statistics as covered in an undergraduate statistics course will be an added advantage.
WHO CAN ATTEND THIS COURSE?

This course is ideal for engineers, scientists, researchers, and business analysts who are keen to grow their career in Big Data and Analytics.

WHAT ALL WILL I LEARN FROM THIS TRAINING?

You will be able to comprehend Big Data concepts, Industry use cases, significance of using R in Big Data Analysis and perform Advanced Analytics, Data Mining and Data Visualization.

R PROGRAMMING LANGUAGES AND R PACKAGES – ARE THEY THE SAME?

R packages are pre-built packages using R programming language and developed by other experienced statistical programmers who are part of the R language open source community. You can reuse these packages on your data for solving your statistical problems.

MANY A TIMES BIG DATA TOPIC DISCUSSIONS ARE CONNECTED WITH HADOOP. IS R RELATED TO HADOOP?

Hadoop is also an open source Big Data technology primary dealing with storing and retrieving data from distributed clusters. Using R, you can bring data from both HDFS file system and HBase database subsystems in Hadoop and perform Big Data Analytics using R packages.

WHAT ARE OTHER POPULAR DATA ANALYTICS TECHNOLOGIES?
SAS and SPSS are some of the popular statistical software used in Data Analytics. The popularity of R language has seen an exponential rise off late with other open source Big Data technologies like Hadoop.
 
WHAT ARE THE OTHER CERTIFICATIONS THAT I CAN PURSUE TO ENHANCE MY OPPORTUNITIES IN ANALYTICS?
CAN I INSTALL R SOFTWARE ON MY PC/LAPTOP?

Yes, R being open source software, it is available to you free of cost and is available on multiple platforms. You can download the appropriate installable based on your platform from R official website.

WHAT IS THE MODE OF THIS TRAINING COURSE?

Classroom & Online instructor led. Classroom sessions are held at multiple training centres located in Delhi-NCR region. Live online sessions are conducted through our "Virtual Classroom". This will allow you to attend the course remotely from anywhere through your desktop/laptop/tablet/smartphone. Video recording of each session is provided at the end of live session.

DO I NEED TO HAVE A COMPUTER PROGRAMMING BACKGROUND TO TAKE THE COURSE?

No, you don’t need to have a programming background to learn analytics. The program has been designed in a way that it starts from scratch and makes it easier to learn for everyone.

WHAT IF I MISS A CLASS?

You can attend the missed session, in any other live batch. You can also use the video recording of the session you missed.

WHATS KIND OF PLACEMENT ASSISTANCE IS OFFERED BY SCHOLARS PRO?

We are committed to getting you placed. All our courses include - Real life projects + Internship + Certificate + Interview QnA + Resume building & sharing + Job search guidance + Interview call assistance.

WHAT IF I STILL HAVE DOUBTS AFTER ATTENDING A LIVE SESSION?

You can retake a class as many times as you wish across multiple batches. Also, we conduct separate doubt clearing sessions to help our students. We make sure that you understand all the concepts and are able to build solutions.

WHAT IF I WANT TO CANCEL MY ENROLLMENT POST REGISTRATION? WILL I GET A REFUND?

Yes, we have a 100% money back policy which allows you to cancel your enrollment after the first two classes (before third class). If you are not satisfied from the program, all your money will be refunded back to you.

Do I need to have any specific background knowledge to pursue this PHP bundle course?

The course moves on from the most basic to advanced level concepts. Hence, there is no mandatory knowledge requirement as such. But, if you have a fundamental understanding of HTML, that would be a plus point for easy understanding.

How will I benefit from this course?

PHP programmers and developers are currently high in demand. However, there is a gap in the demand and availability of skilled PHP professionals. Completing this PHP bundle course would serve as a platform showcasing your proficiency in PHP programming language, revealing it to the prospective employers that you are a knowledgeable, reliable personal to be preferred for the job.

What are the career prospects upon completing this course?

Upon successful completion this PHP bundle training course, you’ll be equipped to take up the profile of a PHP developer, PHP programmer, web developer, web master, PHP trainer. You can even start your own business for the development of PHP based websites.

What all will I learn in this PHP Bundle Course?
Our PHP Bundle training program is a package of four (4) different courses, where you’ll get to learn:
  • Basics of PHP programming
  • Syntax and structural elements of PHP
  • Creating simple web scripts using PHP
  • Essential elements of HTTP such as cookies and sessions
  • About web programming and mastering PHP programming
  • Creating an MVC framework
  • Fundamentals of building a registration and login system from scratch
  • How to setup and connect to database
  • To perform general tasks like resting forgotten password, email activation, etc.
  • To alter a login system to suit any company needs, and a lot more.
 
Will I receive any certificate upon completing this course?

Yes! You will be provided with a Course Completion Certificate from ScholarsPro upon your successful attainment of the course.

Why should I join ScholarsPro for PHP Bundle Course?

ScholarsPro is a trustworthy name in the world of online education, consistently assisting and helping candidates from the world over in their professional development needs, with its results-driven training courses. We have a team of highly qualified, international faculty who are industry experts in their respective domains.  Our curriculum is based on a proven learning model and is regularly updated to keep it aligned with the latest trends and standards. 

I would want to know more about the program before arriving at any decision. Whom do I contact?

You can connect with us over phone, e-mail or through the Live Chat window (on the website) for any kind of assistance, and we’ll see to it that you do get thorough guidance and support on all your queries.

Our members make ScholarsPro community


Santosh Nayak
Santosh Nayak Infrastructure Project Manager
HCL, Singapore

Excellent learning center for management and technical trainings. ScholarsPro’s training would be the first step for a career change. Materials and online training videos are great – you can upgrade your skills without attending face to face session. Good work from the company. I have been attending the training from 2014. Recently I have taken PMP training. I feel ScholarsPro is my place to upgrade my career.

Yusran Ariffin
Yusran Ariffin Project Lead
TRX City Sdn Bhd, Malaysia

It’s a good place to learn, mainly the learning guidance is great. The course material provided is good, one can understand the codes and technical aspects well.  It is one the best platform to learn and get ahead, I enrolled for PMP self-paced and I am able to understand the concepts, also the learning support  is very good, they are always available to help and are prompt in returning your call, the consultants have deep knowledge, they guide you in the best possible way, thanks ScholarsPro!

Rajat
Rajat Developer
HCL Technologies (India)

My Hadoop training with Scholarspro was what I was looking for. Wonderful experience and I will recommend to others too.

Anjana Sudaresan
Anjana Sudaresan Student
Shanmugha Arts, Science, Technology and Research Academy

Very good training to help improve our skills.  Good course material and structured modules for learning R. Wonderful experience!

Manisha Vatsayam
Manisha Vatsayam Business Development Manager
ICRI, India

It was wonderful getting trained in Digital Marketing from SchoalrsPro. The trainer had a lot of knowledge in which will be very helpful in my work and career.

Ritesh Garg
Ritesh Garg Vice President
ELI, India

I am very impressed with teaching skills and knowledge of the trainer for PRINCE2. Thanks to the trainer and Scholars Team for proving such a good environment to learn.

Sanjeev Sharma
Sanjeev Sharma Manager
Evalueserve, India

The course curriculum, study material and classes for Business Analytics course were very helpful in terms of knowledge and exposure about the Business Analytics profile. The faculty was also very helpful and very knowledgeable.

Satyajeet Sharma
Satyajeet Sharma Manager
AGS Transact Technologies Ltd., India

My experience was good as the trainer of PRINCE2 was very enthusiastic, answered all my queries in depth & also provided useful pointers for exams & real life scenarios. Thanks a lot to the trainer & ScholarsPro Team

DineshKumar Lal
DineshKumar Lal Senior Project Engineer
Rotary Engineering Limited, Singapore

Courses offered by ScholarsPro have been very helpful in keeping myself updated with the best practices in the industry. Video quality is good; simulation tests are very helpful to confirming the understanding. People in the customer services team have been very helpful and been able to handle requests without much escalation. Thanks for a short extension to help me complete my PMP session. Much appreciated!

Tapadhir
Tapadhir Manager
Janalaxmi Financials, India

Very much impressed by the teaching style and delivery of the course of PMP by ScholarsPro. Thank you for providing me a platform for my future growth.

Sanjay Sinha
Sanjay Sinha Secretary
ICAS, India

SchoalrsPro good place to learn R through online course. Great environment and very nice faculty. All the best!

Sanchita Dey
Sanchita Dey Senior Manager
Hewlett Packard, India
Satisfied with the content and pattern of teaching online. Thank you ScholarsPro for my certification in PMP with you. Knowledgeable professor with full understanding.
Nipun Raj
Nipun Raj Nipun Raj
Reliance Capital, India

My experience is very good with ScholarsPro. Trainer of Digital Marketing is very much supportive and knowledgeable.

Manish
Manish Assistant Manager
Barclays Bank, India

Incredible Trainer! I have been trying to learn SAS since 1 month on my own. Everything got jumbled up. Thanks to the trainer – just one session straightened my thoughts.

Amit Kumar Singh
Amit Kumar Singh Software Development Engineer
Allegis Services, India

I would like to thank you for your support. I enjoyed your Hadoop classes.

Kuldeep Walia
Kuldeep Walia Self-employed (IT Sector)

I am very impressed with teaching skills & knowledge of PRINCE2 trainer. Thanks to him & ScholarsPro

Ayush Sethi
Ayush Sethi
Evalueserve, India

First of all I would like to thank you for teaching some really good things in SAS. I found Macros the best part during the training (Proc Sql and Base SAS I had studied earlier as well). The content of the training was very good. I will try my best to take some time out of my working hours and practice on SAS.

Bhavna Singh
Bhavna Singh Market development SE Snapdeal

Great learning by the trainer ,satisfied with the delivery of content

Baljinder sachdeva
Baljinder sachdeva Marketing head
IVF fertility centre

Great learning by the trainer ,satisfied with the delivery of content.

Helly shah
Helly shah Content writer

Digital marketing course by scholars helps me to gain knowledge in the field of marketing,Trainer was very nice and adjustable ...

Diksha thakur
Diksha thakur Student NMIMS

Very supportive ands cooperative trainer ,Pranav sir always helps us to improvise the things .The course is very knowledgable which ...

Aayush bhardwaj
Aayush bhardwaj Student NMIMS

The DM course study material, classes was very helpful in terms of knowledge and exposure about the SMO,SEO,TRainer ...

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