- Predictive Analytics and Big Data
- Predictive Analytics Evolution
Online
₹ 3,499
Quick facts
particular | details | |
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course overview
This course offering certification in predictive analytics can be a game-changer for the business decision making process. It finds application in various sectors of the business world such as human resources, finance, sales and marketing, risk management and security and provides business strategies that will be of great assistance in reducing the overall costs, bringing in revenues as well as serve as a competitive advantage to the business.
Graduates and professionals who want to excel in their chosen areas can sit for this exam. The candidates will be receiving training about algorithms and common tools, learn the core concepts about predictive analysis and find business applications of the same.
Predictive analytics surrounds within it a broad range of statistical techniques such as machine learning, predictive modelling, and data mining, that takes into consideration both the historical and current facts to predict future trends.
The highlights
- Government Certification
- Job Partners like Naukri, Shine and Monster
- Mock tests
Program offerings
- Practice sets
- Online exam
- Study materials
- Mock exams
Course and certificate fees
Fees information
The Certified Predictive Analyst Professional course has the following fee details to be kept in mind:
- According to the website, the base fee is Rs. 3,499.
- GST will be applicable on the purchase when you checkout.
- The base fee can change with time. To stay updated about the fees, refer to the official website of Vskills (www.vskills.in).
Fee Category | Amount in Rupees |
Base Fee (according to website) | 3,499 |
certificate availability
certificate providing authority
Eligibility criteria
Certification Qualifying Details
The candidates have to appear for an online test. This test is of 50 marks wherein candidates have to achieve a minimum of 50% marks which makes it to 25 marks. Once attained, candidates will be able to receive the certificate of completion for this Certified Predictive Analytics Professional programme.
What you will learn
Participants will be able to master a series of concepts in the Predictive Analytics Certification programme. They are:
- Regression
- Correlation
- Key Statistical Concepts
- Data Collection
- Data Reprocessing
Who it is for
Job seekers who want an opportunity in IT or software development departments, students who want to work on their predictive analytics skills and professionals who want to make their CV stronger can apply for the programme.
Admission details
To apply for this course that will provide you with a certification of Predictive Analysis, follow the simple and directive steps given below:
Step 1) Open this link of the homepage of this course by copy-pasting the provided link in the address bar of your browser window- https://www.vskills.in/certification/data-science/predictive-analytics-certification
Step 2) Scroll down through the homepage and you will find the words ‘BUY NOW’ written.
Step 3) When you click on the words “BUY NOW”, you will be redirected to a page that will require you to log in with your credentials. Fill in the required fields if you already have an account or sign up if you are new and don’t have an account.
Step 4) You will need to provide your account details after you log in.
Step 5) Choose a payment method with which you will be making the payment.
Step 6) After we receive the amount, you will receive the course study materials and online video link tutorials.
The syllabus
Predictive Analytics & Big Data
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
- Naïve 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
Text 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
Evaluation process
Candidates will be required to clear an online test and secure 50% marks in it post which they will be awarded with certification in Predictive Analytics Professional Programme.
How it helps
The course of Certified Predictive Analytics Professional offers a software independent curriculum. It makes use of one or more of the tools like R, Minitab, Rapidminer and Excel. Candidates or graduates looking to excel in their existing field or those who are trying to open up new business opportunities are strongly recommended to take this course.
The candidates can find employment in sectors like software development and IT. Predictive analysis experts are in great demand in the tech-driven industry of today.
Such a certification attracts both big as well as small companies. It’s not only a top priority in a lot of organizations but is also flexible in working in any sector. Being a data analytics professional, you’re not limited to work in just a particular industry which makes it very versatile.
And the most significant thing about e-learning is that you get more exposure from the professionals who have a lot of experience in the field. You learn and work with the marketing tools that are very rewarding.
FAQs
The details of the exam are as follows:
The exam will be of one hour. There will be a total of 50 questions. The qualifying marks are 50%.
The certification will help the candidates to secure jobs in companies like Accenture, Ashok Leyland, Tata Mahindra, TCS, Flipkart and Cognizant.
There are different payment methods that are suitable to a diverse group of users. The payment options are Master/Amex/Visa cards and all Indian Banks Debit Cards. NetBanking or Credit/Debit Cards is also acceptable.
The exam will be conducted in online mode and will consist of 50 MCQs (1 Mark Each). There is no negative marking.
Practice tests are made available for the students to practice for all certifications.
Vskills only provides certification upon clearing the exam and study materials to prepare for it. Apart from that, Vskills does not provide any classes.
Online e-learning access is provided to every individual.
The students can complete this course over a duration of one year. When fully prepared, the students can take the exam on the time and date according to their convenience.