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Certified Predictive Analytics Professional

Indian : Rs.5899
International : $95
INTRODUCTION
Predictive analytics can be a huge discriminator for business decision-making. Its application in marketing and sales, finance, HR, risk management and security, and business strategy might help in driving revenues, reducing costs, and providing competitive advantage to businesses.

In this course, you will learn predictive analytics, key tools, and their application at the intermediate to advanced level to a wide variety of business and technical users at all levels in the organization.

* You will receive an online access to e-learning (videos), hard copy material is not applicable to this course.
WHY SHOULD ONE TAKE PREDICTIVE ANALYTICS CERTIFICATION?
This Course is intended for professional and graduates wanting to excel in their chosen areas. It is also well suited for those who want to learn key predictive analytics and modeling concepts, common tools and algorithms, and most importantly business applications of predictive analytics.

The online training course itself is software independent and will be using one or several of these software tools in examples: Excel, Minitab, R, and RapidMiner.
WHO WILL BENEFIT FROM TAKING PREDICTIVE ANALYTICS CERTIFICATION?
Job seekers looking to find employment in IT or software development departments of various companies, students generally wanting to improve their skill set in predictive analytics and make their CV stronger and existing employees looking for a better role can prove their employers the value of their skills through this certification.
COMPANIES THAT HIRE VSKILLS PREDICTIVE ANALYTICS CERTIFICATION?
Predictive analytics professionals are in great demand. Companies like Accenture, Flipkart, TCS & Cognizant having a continuous demand for the professionals. Various public sector companies also need Analytics professionals for their different departments.
CONTENT
Predictive Analytics & Big Data
  • Predictive Analytics and Big Data
  • Predictive Analytics Evolution

Process & Application
  • Applications of Predictive Analytics
  • Predictive Analytics Process and Technology
  • Practice: Identifying the Type of Analytics

Key Statistical Concepts
  • Importance of Statistics in Analytics
  • Overview of Probability Theory
  • Using Statistics in Predictive Analytics

Correlation & Regression
  • Introduction
  • Practice: Applying Statistical Approaches

Data Collection & Exploration
  • Data Needs and Sources
  • Data Collection and Exploration

Data Mining, Data Distributions, & Hypothesis Testing
  • Data Mining and Analytics
  • Data Distributions and Hypothesis Testing
  • Practice: Data Mining Methods

Data Preprocessing
  • Pre-processing Data

Data Reduction & Exploratory Data Analysis (EDA)
  • Data Reduction with PCA and Factor Analysis
  • Tools for Exploratory Data Analysis (EDA)
  • Practice: Using PCA for Feature Selection

A/B Testing, Bayesian Networks, and Support Vector Machine
  • A/B Testing
  • Naďve Bayes and Bayesian Belief Networks
  • Support Vector Machines
  • Practice: Applying Predictive Approaches

Artificial Neural Networks
  • K-Nearest Neighbor (k-NN)
  • K-Nearest Neighbor (k-NN) & Artificial Neural Networks

Clustering Techniques
  • Using Clustering Techniques
  • K-Means Clustering
  • Hierarchical Clustering and DBSCAN

Linear and Logical Regression
  • Linear Regression
  • Logistic Regression
  • Practice: Linear Regression Inference

ext Mining & Social Network Analysis
  • Text Mining
  • Social Network and Media Analytics

Time Series Modeling
  • Introduction to Time Series
  • Time Series Forecasting Models
  • Practice: Time Series Modeling Concepts

Machine Learning, Propensity Score, & Segmentation Modeling
  • Machine Learning
  • Propensity Score and Segmentation Modeling

Random Forests & Uplift Models
  • Random Forests
  • Uplift Models
  • Practice: Advanced Predictive Tools

Model Life Cycle Management
  • Introducing Model Life Cycle Management

Model Development, Validation, & Evaluation
  • Model Building
  • Model Considerations and Validation
  • Model Evaluation
  • Practice: Classification Model Performance
BENEFITS OF CERTIFICATION
  • Government certification
  • 10 Hrs of E-Learning
  • Certification valued and approved by Industry
Frequently Asked Questions

What is Vskills?

VSkills is a “skills testing” and certification exam conducted by - ICSIL, A Govt of India Undertaking and Govt of NCT Delhi Company. Vskills is a testing and certification programme focused on prior learning. Through Vskills Assessments, individuals with learning acquired outside of a formal classroom setting have the opportunity to get certified by appearing in standardized exams conducted throughout the nation at proctored centres.

What is Vskills Certification?

Vskills Certification is a professional skill test that is conducted to assure that a person is qualified to perform a job. It is a proof that the candidate has the requisite skills to do a job.

What are the benefits that I will get by taking Vskills Certification Exam?

Some of the benefits that you get on taking Vskills Certification exam are listed below,-

- Develop skills that are valued by experts in the industry
- Vskills Certifications opens avenue for candidates in various sectors
- Vskills Certification provides an opportunity to get certified in areas where you are not formally educated
- Vskills Certification enhances the chances of employment
- CVs of certified candidates are flagged on Monster India website as “Vskills Certified candidates” to employers.
- CVs of certified candidates are also tagged on Shine.com website as “Vskills Certified candidates” to employers.
- CVs of all Vskills Certified candidates is shared with relevant employers for employment - Vskills Certified candidates are a part of the Job Centre for Life
- Vskills provides supplementary preparation material (hard copy or online videos) to candidate for easing the process of preparation.
- Vskills assessment exams are structured and regularly updated according to the industry standards
- Vskills Certifications do not require any time commitment since it is only a test and not classroom teaching.
- Vskills Certifications open avenues for candidates in various sectors
- Vskills Certifications provide an opportunity to get certified in areas where you are not formally educated
- Vskills Certifications greatly enhance the chances of employment

What is the duration of the course?

There is NO course duration for all certification exam. Exams are conducted on monthly basis and candidate has the flexibility to select the exam date from Exam Calender as per their per feasibility. Student can give the exam any time between 1 year from the date of enrollment.

What is the eligibility for registration?

There is no minimum qualification for taking up Vskills Certification Exam, so it is for everyone – from day to day users to senior management, say - Employees - Employers - Students - Teachers - Businessmen and Entrepreneurs - Housewives/Retired Professionals, etc

What is the duration of the exam?

Vskills Certification Exam is for one hour (1 hour) duration.

What type of questions are asked in the exam?

Vskills Certification Exam has 50 multiple choice questions (1 marks each), with no negative marking.

What is the passing percentage?

Passing percentage is 50% i.e., 25 marks need to be scored in order to clear the exam.

When is the the exam conducted?

Vskills Certification Exams are conducted on monthly basis and candidate has the flexibility to select the exam date from Exam Calender as per their per feasibility.

How many attempts can I give for a certification exam?

One exam attempt per registration with no limit on re-appearance.

Can I reschedule the exam?

Yes, candidate can re-shedule the exam till the date of exam after paying the re-schedule fees.

If I fail, what is the procedure to be followed for reappearing in the exam?

In case a candidate is unable to clear the exam then, candidate can register for exam retake by paying for registration fees of Rs. 1250/- but no reading material is sent.

Does the exam is available only in India?

Candidates residing outside India can register for specific certifications as listed under the international students by appearing in online open book exam.

Can I take two or more certification exams at one time?

Yes, candidate can take two or more exams at one time.

How tough will be the paper?

The certification exam is meant to assess the ability of the student in the particular domain and checks entry level to medium level skills in that particular domain. If you know the domain area, and have studied the accompanying material well, you will have no difficulty in passing the exam.

Do you provide any sample questions?

Practice tests are provided under every certification.

What is the duration of the certification?

There is no minimum duration of certification. You may register when you want; we suggest that minimum 30 days should be kept to go over the material provided at the time of registration.

Is the exam available for international candidates?

Yes, candidates residing outside India can follow the process for international students.

What kind of placement support is provided?

Vskills provides placement support to certified candidates as - CVs of certified candidates are flagged on Monster India website as “Vskills Certified candidates” to employers. - CVs of certified candidates are also tagged on Shine.com website as “Vskills Certified candidates” to employers. - CVs of all Vskills Certified candidates is shared with relevant employers for employment - Vskills Certified candidates are a part of the Job Centre for Life

In case I am unable to take the exam will my fees be refunded?

As a policy under no circumstances will the fees be refunded to the candidate after registration, unless there is a situation that is unavoidable.

When is the result declared?

Result indicating pass or fail is told to candidate after finishing of the exam. Hard copy certificate and performance report is sent to candidates who had cleared the exam. Soft copy certificate is also e-mailed.

Is the material provided by you sufficient from exam point of view or should I refer other sources?

The study material provided by Vskills is a guideline for your exam, but you can refer to other sources for further clarity on any topic.

Are there any classes provided by you to prepare for the exam?

Vskills does not offer classes for any certification exam. The candidates have to prepare on its own for the exam. NO CLASSES are provided by Vskills.

Do you charge extra for placement assistance?

There are no charges apart from the registration fees or exam re-take in case candidate is unable to clear the certification exam.

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V skills

VSkills is a “skills testing” and certification exam conducted by - ICSIL, A Govt of India Undertaking and Govt of NCT Delhi Company. It is one of the largest manpower companies of the government of NCT Delhi. VSkills certifications help candidates quantify and prove their skills in a particular domain - skills that are valued by the employer and are in great demand. Your Vskills Certificate is a proof that you have the requisite knowledge and makes you job ready - which is why employers rate VSkills certifications and look for people who have them.

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