Learn from the Scholars. Become a Pro

Upcoming Webinars

Program Overview

This bootcamp is a focused attempt to provide a solid foundation to everyone seeking to get started as a data scientist. It doesn’t matter if you are a fresher or IT professional or non-IT professional, all you need is a passion for problem solving. After completing this course you will possess all the skills required to build analytics solutions using R.

PROGRAM STRUCTURE

GETTING READY

Before you come in, get ready for the Bootcamp. Introduction to data science.

A series of online tutorials will teach you the fundamentals of data science and introduce you to the basic statistics & excel

3 DAY BOOTCAMP

Learn and apply data science. 30 hours in 3 days. Build analytics solutions.

Our carefully crafted curriculum provides the right mix of theory, hands-on labs & projects. Our experienced instructors bring case from frontlines to solidify learning.

BEYOND BOOTCAMP

More learning, capstone project, case studies & doubt clearing session.

Get started on 3 capstone projects. Solidify your learning by accessing several assignments & new case studies. Doubt clearing sessions will be conducted as well.

Program Overview

POST COMPLETION YOU WILL BE ABLE TO…

WHY SHOULD YOU DO THIS BOOTCAMP?

CUTTING EDGE CURRICULULM

COURSE CONTENT HAND CRAFTED (& NOT COPY PASTED) BY CONSULTING EXPERTS. EVERY THING IS LEARNT THROUGH PRACTICAL CASE STUDIES & INDUSTRY PROJECTS

BUILDS SOLID FOUNDATION

3 FOCUSSED DAYS WITH US IS ALL YOU NEED TO GET STARTED ON ANALYTICS SOLUTION BUILDING USING DATA FROM YOUR ORGANIZATION OR FROM OPEN DATA SOURCES

ON THE GO LEARNING

ANYTIME ACCESS ONLINE – IMMERSIVE LEARNING VIDEOS, RECORDED SESSIONS, ASSIGNMENTS, PROJECTS, SOLUTIONS & DOUBT CLEARING SUPPORT THROUGH OUR LEARNING SYSTEM

INDUSTRY MENTORSHIP

RECEIVE 1-TO-1 GUIDANCE FROM INDUSTRY EXPERTS ON HOW TO GET STARTED IN ANALYTICS CAREER OR HOW TO GROW WITHIN YOUR CURRENT ORGANIZATION

KNOW YOUR FACULTY

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

 

An innovator and creator at heart. Co-Founder of Simplify Analytics, an emerging differentiated analytics consulting & ScholarsPro an analytics training company. Key strength is his ability to bring together technology expertise, analytics understanding & domain knowledge to drive business results from small teams.

LinkedIn - https://www.linkedin.com/in/jaydeep-chakraborty/

  • 11+ years of experience in building analytical solutions & digital strategy for large organization. Specializes in setting up analytics, demonstrating value & transforming decision making process across large organizations.
  • He has helped over 30 global organizations transform their business using customer, marketing, workforce & operational analytics across retail, banks, NGOs, DTH, Telecom & CPG.
  • Previously part of large consulting companies where he was instrumental in managing & growing multi million dollars analytics projects in retail, HR, marketing & customer loyalty.
  • Rich experience of conducting analytics training for over 5000 hours in the last 3 years. Conducted classroom training and online training in India & abroad. Tie ups with several organizations & institutions for analytics training.
  • Consistently recorded very high training feedback ratings across all sessions conducted He is the winner of Dunnhumby India Hackathon & several other international data science competitions. Expert in Customer & Marketing Analytics, HR Analytics, Loyalty & Campaign Management, Category & Spend Management, Digital Strategy & Roadmap.
  • Practitioner of all prominent statistical packages, data management tools & visualization tools.
  • Loves building self service analytics ecosystem using open source technologies.

Know More

CONCEPTUALIZED BY INDUSTRY EXPERTS


SRINIVAS KOPPARAPU
Big Data Expert

Srinivas Kopparapu is an internationally recognized faculty, with 31 years of industry experience. He is a Franklin Covey Certified faculty and an evangelist of Big Data, Hadoop, Mark Logic , Bitcoin & Python

Jose Marcial Portilla
Data Science Expert

After graduating from Santa Clara University, he has gone on to lead data science teams and provided several Fortune 500 companies with Data Science and Programming Training and Consultation.

Course Contents

PRE BOOTCAMP

INTRODUCTION TO ANALYTICS

Evolution of analytics, types of analytics, business domains in analytics. Current challenges and issues impacting clients. How to utilize diverse data sources to provide analytics solutions. Introduction to data quality concepts. Introduction to advanced data analytics concepts. Basic Big Data concepts and the wide variety of alternative database technologies including columnar databases, distributed storage and processing systems, in-memory storage systems, and graph databases.

Case Study - Examples from a variety of cases (Titanic, Tesco, UPS, Baseball, E. & J. Gallo, 1-800-flowers.com) to broaden the perspective.

DATA EXPLORATION & DESCRIPTIVE STATISTICS

Introduction to type of data variables, data summarization techniques, building a data dictionary, univariate analysis, bivariate analysis, outlier treatment, missing value treatment. Measures of central tendency. Measures of dispersion. Range. Skewness. Interpretation of histograms. Research methodologies.

Case Study - Building an exploratory data analysis report of a customer table after you received data.

Case Study – Exploring stock prices and identifying the right stock for investment.

Case Study – Analysing newspaper circulation data

Case study – Who drinks more alcohol? Rich guys or poor guys.

SAMPLING & ESTIMATION

Creating Representative and Unbiased Samples. Probability distribution functions - Uniform, Bernoulli, Binomial, Normal, Log Normal.

Case study - Determine an adequate sample size for a large retailer. Perform random sampling & draw insights about the larger population. Estimate accuracy of the predictions.

Hypothesis testing (PRE-BOOTCAMP SELF PACED ONLINE)

Designing and Performing Hypothesis testing - 1 Sided tests, 2-Sided test, F test, T test, Chi Sq Test, ANOVA. Develop and test hypotheses to assess the impact of changes on an entire population or estimate differences between populations.

Case Study - Quantify the evidence in favor of or against your hypothesis in order to make decisions to improve customer experience for a large retailer.

BOOTCAMP (3 Days)

R PROGRAMMING

  • R overview. Installation. Packages & walkthrough.
  • Data structures (Vector, array, factors, data frames, lists).
  • Arithmetic & logical operators.
  • Subsetting. Missing, indefinite & infinite values.
  • For loops. While loops. Nested loops.
  • Disadvantage of using loops.
  • Alternates to loops.
  • Understand the structure of function. Build your own function.
  • Package installation & updates.
  • Access package functions.
  • Hack a function.
  • Build your own package.
  • Save, load & delete objects.
  • Data import & export in R
  • Sort & rank.
  • Data Aggregation.
  • Merging.
  • Apply, Lapply, Tapply,
  • By, Replicate functions.
  • Data visualization in R (plot, ggplot)

LINEAR REGRESSION

  • Introduction to linear regression technique & its uses.
  • Details of ordinary least squares estimation technique.
  • Modeling steps & variable handling.
  • Model statistics interpretation.
  • Outlier treatment
  • Missing value treatment
  • Covariance & Correlation
  • Multicollinearity & Variance inflation factor
  • Model development & validation
  • Validation of linear regression assumptions.
  • Metrics to measure model performance.

Machine learning

  • Introduction to machine learning
  • Decision Trees & Random Forest
    • Understanding decision trees.
    • Understanding classification rules.
    • Understanding Random forest.
    • Modeling using Random Forest.
  • Classification using Nearest Neighbors
    • Understanding classification using nearest neighbors.
    • The kNN algorithm - Calculating distance,
    • Choosing an appropriate k,
    • Preparing data for use with kNN.
  • Understanding neural networks.
    • Activation functions.
    • Network topology.
    • Training neural networks with backpropagation.
  • Text Mining & Sentiment Analysis
    • Concepts and components of text mining
    • Text mining tasks and approaches
    • Access twitter data.
    • Build frequent term network
    • Topic modelling
    • Analysis of followers & retweets
    • Understand sentiment analysis and its key concepts.
    • Sentiment polarity.
    • Opinion summarization.
    • Feature extraction.

CLUSTERING

  • Introduction to clustering.
  • Types of clustering & their uses.
  • Data standardization
  • K-Means clustering.
  • Cluster profiling & validation

LOGISTIC REGRESSION

  • Introduction to logistic regression technique & its uses.
  • Maximum likelihood estimation technique
  • Modeling steps.
  • Dependent variable definition.
  • Variable handling.
  • Model statistics interpretation.
  • Model development & validation
  • Concordance
  • Sensitivity, specificity & Accuracy
  • Misclassification matrix
  • Gini coefficient & ROC curve
  • KS statistic & Lift chart
  • Weight of Evidence & Information Value.
  • Variable reduction.
  • Model statistics interpretation.
  • Metrics to measure model performance
INDUSTRY PROJECTS

PREDICT HOUSE PRICES

OBJECTIVE - Use 20+ attributes like number of bedrooms, bathrooms, area, views, age, etc to predict the price of house.

SOLUTION - We will be building a linear regression model using R.

PREDICT WHO IS GOING TO LEAVE A TELECOM SERVICE PROVIDER

OBJECTIVE - Use 50+ attributes across customer behaviour, usage behaviour, package details, etc to predict who will attrite and go to other service provider

SOLUTION - We will be building a logistic regression model using R.

CLUSTER RETAIL CUSTOMERS

OBJECTIVE - Use a large number of aspects like demographics, buying behaviour, value, etc. to realize different homogenous clusters of customers.

SOLUTION - We will be building a clustering model using R.

ANALYZE A TWITTER ACCOUNT

OBJECTIVE - Access a twitter account and create several visualizations to draw interesting insights & perform sentiment analysis on tweets

SOLUTION - We will be analysing real time data from a twitter account

CAPSTONE PROJECTS

PREDICT claim amount for an auto insurance company

OBJECTIVE - Use 15+ attributes like age, gender, marital status, car details, driving details, etc to predict the claim amount expected from a policy holder.

SOLUTION - We will be building a linear regression model using R.

PREDICT IF A TELECOM CUSTOMER IS GOING TO BECOME A HIGH VALUE CUSTOMER

OBJECTIVE - Basis first 15 days of telecom usage, the company intends to predict who is going to become a high value customer, so that they can be provided differentiated service

SOLUTION - We will be building a logistic regression model using R.

DIAGNOSE BREAST CANCER

OBJECTIVE - Use multiple patient attributes to diagnose breast cancer.

SOLUTION - We will be building a clustering model using R.

OUR VALUE PROPOSITION

YOU WILL LEARN TO BUILD ANALYTICS SOLUTIONS. GUARANTEED!


LEARN FROM ‘EXPERTS ONLY’

IVY LEAGUE EDUCATION + 10+ YEARS OF EXPERIENCE AT WORLD’S BEST CONSULTING CONPANIES


REAL INDUSTRY PROJECTS

WE LEVERAGE OUR CONSULTING PRACTICE TO BRING NOTHING BUT ONLY REAL INDUSTRY PROJECTS


PERSONALIZED LEARNING

HANDHOLDING FOR ANALYTICS NOVICES & NEW EXPOSURE FOR ANALYTICS AMATUERS


GUARANTEED PLACEMENT

100% PROVEN TECHNIQUES FOR JOB SEARCH, RESUME BUILDING & INTERVIEW PREPARATION


OUR DATA SCIENCE TRAINING OVERVIEW

50000+ Training hours
  • Rich experience in both online and classroom training. 100+ batches in last 2 years
  • Corporate training at Fortune 500 companies
  • Analytics programs and guest lectures at leading B Schools

1000+ Students & Alumni
  • Our students are trained to be successful in keeping with their skillsets and aspirations
  • We groom students as Data Engineers, Data Scientists, Analytics Consultants and Data Creatives

6 Training Areas
  • We have courses in Business Analytics, Machine Learning, Big Data, Visualizations, Analytics Tools & Industry specific areas
  • Each area has multiple courses giving the opportunity to select micro specialization
  • We use industry cases only

90%+ Placement Record
  • Quality of our students has enabled them to work across leading consulting & technology companies
  • We forge partnerships with our students well beyond their training helping them with guidance and business outreach

Our members make ScholarsPro community


Krishnan
Krishnan National Head - Business Development
MYK SCHOMBURG INDIA PVT.LTD.
The course of digital marketing is very informative and useful. Our trainer was quite supportive of queries & clarifications. The content helps me a lot in profession & my venture. A very good place to learn the skills and apply them practically. Scholarspro is certainly a good platform to develop & strengthen your knowledge that's crucial to excelling in your profession.
Harshit Gupta
Harshit Gupta Freelancer
Freelancer
"Satisfied with the type of content and detailed teaching approach used by the mentors, Team at scholars pro do help in solving doubts at a personal level too. Will definitely recommend someone who is looking to start his/her career in Digital Marketing and is eager to learn skills and tools of this dynamic field."
Ajinkya Kulkarni
Ajinkya Kulkarni Digital Marketing Trainee
Geek Octopus
The course was very informative. The study material provided by the trainer was extremely helpful.
Aarti
Aarti Trainee
CSC
The course content on Digital Marketing was excellent and covered the latest trends. The faculties were SME's and were updated on every aspect of the subject. I would recommend Simplilearn to all my peers. Happy Learning.
Arvind Pathak
Arvind Pathak Owner
Businessman
My trainer Mr.sanjay have good knowledge of theoretical and practical as well.Very much impressed by his teaching style.
Rakesh Alluwalia
Rakesh Alluwalia
Birlasoft
The training was delivered well and objectives were met.the trainer was well versed.
Sharath
Sharath
Birlasoft
Participation and interaction were encouraged and content delivered was well organized. Very much satisfied.
Harpreet Kaur
Harpreet Kaur SPM
Infogain
The trainer was well organized and fully engaged with me as a participant. The direction and knowledge shared was right implementation in projects not solely focussing on exams.
Rasul Mohamed
Rasul Mohamed Project Lead JIE
Singapore Refining Company Private Limited
I joined ScholarsPro for Project Management Professional (PMP). The course structure is very comprehensive, covering a wide range of aspects of Project Management like Mobile App, High-Quality videos, Study Materials and many more. Getting a job is never an easy task, especially in reputed organizations where the biggest challenge is having your CV being even considered. I have completed my Project Management Course. It was a great course. I got a lot to learn from it and I can also apply it to my daily work. Thanks ScholarsPro 
Loknathan A S
Loknathan A S Engineering Manager
Sulzer singapore pvt. ltd.
The schedule of classroom training has been better organized and training was amazing. I have learned more and thanks to our trainer Mr. Zack, He has been cleared of all my doubts.
Sanjay S. Khed
Sanjay S. Khed

The training program was very helpful and I learned more than what I had expected. The trainer made us understand the topics with brilliant examples with a very simple format.

J. Muhunthan
J. Muhunthan

The classroom training was good. Training venue was really good. I would like to thanks to who have been organized the PMP classroom training. Our trainer Mr. Zack was excellent.

Sanjay Narang
Sanjay Narang

A trainer was really enthusiastic and I thoroughly enjoyed his presentation in this course. I would like to Thank and Appreciate Mr. Vijay for his excellent salesmanship.

Ivan Klenner
Ivan Klenner

Training and trainer ware really good. Very much impressed by the teaching style and delivery of the course of PMP by Scholars Pro. Thank you for providing me a platform for my future growth.

K. Rajesh
K. Rajesh

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

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.

Snjana Sudaresan
Snjana 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.

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

Dinesh Kumar Lal
Dinesh Kumar 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.

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.

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 ...

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.

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.

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.

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 ...

Enterprises we helped to UPSKILL

stars based onLearners