BUSINESS ANALYTICS with certification from NSE Academy - IMS Proschool
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BUSINESS
ANALYTICS
with certification from
NSE Academy
Program Highlights
• 20 industry level case studies
• Learn tools: Python, R, Tableau & SQL
• Learning Machine learning Algos
• End to end project
www.nsdcindia.org
www.proschoolonline.com
MAJOR AREAS
EMPLOYING FINANCIAL
ANALYTICS
MARKETING
BUSINESS
ANALYTICS
Credit Scoring, Risk based pricing, Fraud Segmentation, Marketing Mix
Detection and Prediction, Recovery Optimization, Competitor Analysis,
PROFESSIONALS
Management, Loss Forecasting, Channel Analysis, Sales Performance
Risk Profiling, Portfolio Stress Testing. Analysis, Campaign Analysis, Sales
Pipeline Reporting.
RETAIL CUSTOMER
ANALYTICS
Customer Analytics, Merchandizing Loyalty Analytics, Customer Life Time
Analytics, Store Operations, Inventory Value, Propensity Analytics, Churn
Analytics, Market Spend Optimisation Analytics, Customer Segmentation,
Cross- Sell or Up sell Models.
WEB HUMAN
ANALYTICS RESOURCES
Click Analytics, Customer Life cycle Recruitment Analytics, Compensation
Analytics, Social Media Analytics, Analytics, Talent Analytics, Training
Sentiment Analytics, Online Traffic Analytics, Retention Analytics,
Analytics, Conversion Analytics. Workforce Analytics.TCS
INFOSYS
CAREER PATH OF A
BUSINESS ANALYST
AIRTEL
ICICI COMPANIES
HDFC
F R A C TA L A NA LY T I C S RECRUTING
1. BUSINESS
Entry Level MU SIGMA
Business Analyst A B S O LU T E DATA
INR 5,00,000 E B AY
ANALYTICS
PROFESSIONALS
AMAZON
2.
Mid-Management DELOITTE
Data Scientist SNAPDEAL
INR 14,00,000 FLIPKART
MAKEMYTRIP
3.
Leadership TIMES OF INDIA
Senior / Lead Data Scientist R E D I F F. C O M
INR 25,00,000
ROLES WITHIN ANALYTICS TEAM
DATA SCIENTIST DATA ANALYST DATA ARCHITECT
Using machine learning Analysing interesting Applying feature transformations
to build better predictive trends found in the data for machine learning models
algorithms
DATA ADMINISTRATOR BUSINESS ANALYST
Integrating external or Creating visualisations, Building
new datasets APIs for data consumptionIMS
PROSCHOOL • Joint Certification from NSE – India, IMS Proschool and NSDC -
an initiative of Ministry of Skill Development, Govt. of India.
BUSINESS • Our course will help you turn data into insights and hence
ANALYTICS
implementable action with the help of techniques from statistics
and data mining.
CERTIFICATION
• A three-month hands-on course revolving around data sets and case
studies.
COURSE • A Comprehensive Program which involves tools, techniques and
application.
• Our techniques (Regressions, Time Series, Classification,
Clustering, Market Basket Analysis) cover 90% of the techniques used
within the industry.
• Our tools (Python along with MS – Excel, R and SAS) cover 83% of the
tools used within the industry.
• Our Applications (Finance, Retail and Telecom) cover more than 75%
of the domains that use Business Analytics.
• Capstone Project: A unique learning opportunity to work on a
real-life business case and perform data cleaning and analysis tasks.COURSE CONTENT
Statistical Techniques - Different types of data, Forecasting (Time Series) - Principles of forecasting, Time Series,
Frequency Distributions, Measures of central tendency and Causal Models, Types of forecasting methods and their characteristics,
dispersion, Skewness and Kurtosis, Basic Probability, Moving Average, Exponential Smoothing, Trend, Seasonality, Cyclicity,
Conditional Probability, Normal Distribution, Central Limit Arima.
Theorem, Sampling Methods, P-value, Types of errors, Power
of the test, Point and interval estimation, Hypothesis Testing.
Data Mining Techniques - Classification - Basic concepts, Decision Tree
Induction, Random Forest, KNN Bayes Classification Methods, Model
Python - Introduction to Python, Software Installation-
Evaluation & Selection, Clustering - Partitioning Methods, Hierarchical
Python, Anaconda, Basic Python, Variables, Variables
Methods, Density-Based Methods, Grid-Based Methods, Evaluation of
Assignment, Strings, List, List as Stack, Dictionary, Tuples,
Clustering, Kmeans method.
Sets,Frozen Sets, Operators, Conditional Statements, Loops,
Functions and Methods, Libraries in Python - Pandas, Scikit
SQL - Terminologies – Records, Fields, Tables, Introduction to data-
Learn, Numpy, MatplotLib. Reading and Writing files.
base, Introduction to SQL, SQL Syntax, SQL data Types, SQL Operators,
Table creation in SQL- Create, Insert, Drop, Delete, and Update, Table
R - Reading and writing data in R, Vectors, Frames and
access & Manipulation, Select with Where Clause (In between, logical,
Subsets,Code Writing and R code Debugger, Managing and
operators, wild cards, order, group by), Concepts of Join – Inner, Outer.
Manipulating Data, Creating Charts.
Tableau - Extracting data into Tableau, Data Preparation, Dimensions,
Regression - Simple and Multiple Linear Regression -
Transformation of variables, Creating Views, Working with charts,
Covariance and Correlation, R2 and Adjusted R2, ANOVA,
Exporting visualizations
Interpretation of coefficients, Dummy Variables, Residual
Analysis, Outliers, Regression model building,
Excel Proficiency - Formatting of Excel Sheets, Use of Excel
Heteroscedasticity, Serial correlation, Multicollinearity
Formula Function , Advanced Modeling Techniques, Data Filter and
Logistic Regression: Assumptions, Logistic Function,
Sort, Charts and Graphs, Table formula and Scenario building, look
Chi-Square, Classification Table, Interpreting Coefficients,
ups, pivot tables. (This module will be available online)
Dependent Variable Prediction, Hosmer Lemeshow test,
Kolmogorov Smirnov statistic and chart.Shouldyou
• Business Analytics is one of the highly paid jobs in the market today.
• The global Business Analytics industry is a USD 100 billion market growing at a
CAGR of 9%.
do this
• Huge and Global demand for Business Analytics Professionals.
• You are a working professional who wants to supplement his / her skill sets by learning
Course?
advanced tools and techniques to perhaps make a job-shift.
• You are a student who wants to start a career in Business Analytics.
• You want to build a strong foundation to get in to top B-Schools like Praxis, IIM’s, ISB.
YOU CAN UPGRADE TO
PG PROGRAM IN DATA SCIENCE
IMS Proschool also offers a comprehensive and yet affordable program in Data Science.
The program has an employment-oriented approach and is based on a detailed research of
companies’ requirements. It prepares Students for roles like Business Analyst, Data Analyst
and Data Scientist and is available in full time and part time modes.
Highlights of the Program
• PG Program from Jain University (UGC recognized)
• Practical training and projects
- Capstone Project
- Live projects with start-ups that are generally the hotbeds for analytics
• Hands-on experience with different algorithms/concepts through case studies
• 100% placement assistance
• Flexible learning optionsClassroom Business Analytics Live Virtual Business Analytics Online Training – Self study
• 15 Weeks program (weekends) • Audio – Video enabled • Online reading material
• Get trained by Industry experts “Live & Interactive training • Pre – Recorded Video
• Work with at least two data program” Sessions by Industry Experts
sets per topic besides real –life
case studies
•
•
Learn from Industry experts.
Numerous Data Sets and
• Numerous Data Sets and
Real – Life Case Studies
Training
Programs
• Online study material Real – Life Case Studies • 50 hrs of a blend of tools
• Innovative hands on Learning • Clear your subject doubts and techniques
&
Methodology face-to-face with experts • Question & Answer forum
• Regular Assessments • Get recorded sessions for for solving your doubts
future reference. • 4 hrs Live doubt solving
Certification
• 50 hrs training program session.
• Regular Assessments • Regular Assessments
• 20 hrs Python Training
Program.
Certification
Certification from NSDC from NSE Academy (Optional)About
IMS Proschool is an initiative of IMS learning Resources Pvt. Ltd, an organization engaged in training
and mentoring students for the last 40 years. IMS Proschool offers certification & training programs
in Financial Modeling, Chartered Financial Analyst, Certified Financial PlannerCM, Chartered Institute
of Management Accountants, Digital Marketing, Financial Services, and of course, Foundation &
Us
Business Analytics.
Proschool itself has trained over 25000+ professionals from well known organizations like State Bank
of India, Bank of India, UTI, Kotak Group, ICICI Group, Sundaram BNP Paribas and Citibank to name a
few.
Our
Centres
Navi Mumbai Mumbai - Andheri Pune Delhi - Pitampura
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