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If you do not ask the right question, you discover nothing - W. Edward Deming
Big Data Predictive Analytics Certification Workshops
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eXampleCG's "Big Data Predictive Analytics" Corporate and Public programs benefit professionals who have a keen interest to learn and implement Big Data Predictive Business data analytics models, data mining techniques and participate or manage data analytics projects and drive accelerated organizational and personal growth.
Market Demand for Analytics Skilled Professionals > Gartner | Accenture | Mckinsey |
Corporate Programs
This program can be conducted anywhere in India and International locations at your company or institution. For more information and to request a proposal >> Contact Us
Public / Open Programs
Program Objectives
- Impart an understanding of Big Data Predictive Analytics concepts, terms and basic and advanced techniques
- Equip with skills to analyze and interpret data, recognize patterns, derive insights and make conclusions
Who should attend?
- Candidates desirous of acquiring Predictive Analytics competencies
- Graduates or Diploma holders with or without work experience
Course Outline
Introduction
Measurement and Data
Statistical Inference
Statistical Modeling
Case Study Exercise
Feedback and Assessment
- Big Data Predictive Analytics Overview
- Types of Methods
- Business Value of Analytics
- Application Areas
Measurement and Data
- Project Objectives, Methodology and Project Management Phases
- Data - Scale and Types
- Sampling Methods
- Descriptive Statistics
- Data Visualization
- Data Distributions (Binomial, Poisson, Normal)
- Probability Estimates
Statistical Inference
- Hypothesis Formulation
- Point and Interval Estimates
- Confidence Intervals
- Sample Size Calculations (Proportion)
- Sample Size Calculations (Variable)
- Testing Hypothesis (Means - One and Two Samples)
- Testing Hypothesis (Variance - One and Two Samples)
- Non-Parametric Hypothesis (Proportions - One and Two Samples)
- Non-Parametric Hypothesis (Median - One and Two samples)
- Testing Hypothesis (Means - Multiple Samples)
- Testing Hypothesis (Variance - Multiple Samples)
- Non-Parametric Hypothesis (Proportion - Multiple Samples)
- Non-Parametric Hypothesis (Median - Multiple Samples)
Statistical Modeling
- Classification - Decision Trees
- Classification, Naive Bayes
- Classification - k-Nearest Neighbours (k-NN)
- Classification - Neural Networks (ANN)
- Cluster Analysis (k-Means)
- Association Rule Mining
- Time Series Forecasting - Naive, Moving Average, Exponential Smoothing, ARIMA, Seasonality and Box-Jenkins Models
- Regression - Linear
- Regression - Non-Linear (Polynomial, Lograthmic, Exponential, Power)
- Regression - Logistic
- Regression Hypothesis testing
- Model Identification, Estimation and Assessment
Case Study Exercise
Feedback and Assessment
Certification & PDUs
- Objective Type Assessment (60 Minutes)
- Predictive Analytics - Participation and Course Completion Certificate
- Earn 25 PDUs / 2.5 CEUs
Program Information and Instructions
Program Delivery
The program shall be conducted in an immensely practical manner through examples, illustrations, case studies, games, group work, data analysis and Q&A sessions with sharp focus on business results driven competency development. It shall also leverage eXampleCG’s standardized and world class Predictive Business Analytics tools and templates to impart structured, hand-on, practical and implementation driven competencies to the participants.
Program Fee
Program Fee is inclusive of:
Note: Candidates shall bring their own laptop installed with MS-Office 2007 (or above) . The software, templates and exercise content for each program shall be installed to the participant’s laptop at the venue.
Program fee does not include:
The certificates (Participation and Course Completion) shall be issued by “eXample India” and the names of certified candidates shall be listed in eXampleCG's website shortly thereafter.
For candidates desirous of receiving relevant Course Completion Certificate from “eXample USA”, an additional application fee (as indicated in the brochure) shall be payable. Candidates intending to take up International or USA based assignments may wish to avail of this add-on option
eXcellence eVangelist (eXeV) award
Once you attend our course and become a participant alumni you can earn 10% of the Basic Program Fee (i.e., Program Fee - Service tax) as 'eXcellence eVangelist' (eXeV) reward for each participant referred and enrolled into any of our upcoming public / open program
Important:
The program shall be conducted in an immensely practical manner through examples, illustrations, case studies, games, group work, data analysis and Q&A sessions with sharp focus on business results driven competency development. It shall also leverage eXampleCG’s standardized and world class Predictive Business Analytics tools and templates to impart structured, hand-on, practical and implementation driven competencies to the participants.
Program Fee
Program Fee is inclusive of:
- Course materials
- Training services
- Lunch and Tea/coffee/snacks (In-person participants only)
- Assessment Test (First Time)
- Participation Certificate (for all attendees)
- Course Completion Certificate (to those passing the test with >= 75.0% score)
- Service Tax (as applicable)
Note: Candidates shall bring their own laptop installed with MS-Office 2007 (or above) . The software, templates and exercise content for each program shall be installed to the participant’s laptop at the venue.
Program fee does not include:
- Accommodation/Stay/Travel expenses
- Breakfast/Telephone/Personal expenses
The certificates (Participation and Course Completion) shall be issued by “eXample India” and the names of certified candidates shall be listed in eXampleCG's website shortly thereafter.
For candidates desirous of receiving relevant Course Completion Certificate from “eXample USA”, an additional application fee (as indicated in the brochure) shall be payable. Candidates intending to take up International or USA based assignments may wish to avail of this add-on option
eXcellence eVangelist (eXeV) award
Once you attend our course and become a participant alumni you can earn 10% of the Basic Program Fee (i.e., Program Fee - Service tax) as 'eXcellence eVangelist' (eXeV) reward for each participant referred and enrolled into any of our upcoming public / open program
Important:
- Regular registration closes 2 days prior to program start date / time
- After close of regular registration, few seats may be made available (check with us via phone) on "Late registration" basis, at Regular Program Fees + INR 1000
Program Schedule
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Live Online Class
(Instructor Led) To be announced 25 hrs 9 AM to 5 PM IST 6 Persons only Attend Live On-line (Instructor Led)  |
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Abuja
(FCT) To be Announced 20 Hours 9 AM to 5 PM WAT 12 Persons only Attend In-Person @Venue |
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Click "Book Now" button above to view fees and register
Pay by Credit, Debit, EMI, Net Banking
>> Register, then Refer a Friend to Earn 10% of Fees as Cash reward!!
>> Book as a Group!! Avail attractive discounts!!
(2-4 Pax @INR 500 each | 5-8 Pax @INR 1000 each)
Pay by Credit, Debit, EMI, Net Banking
>> Register, then Refer a Friend to Earn 10% of Fees as Cash reward!!
>> Book as a Group!! Avail attractive discounts!!
(2-4 Pax @INR 500 each | 5-8 Pax @INR 1000 each)
