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- Post Graduate Program in Advanced Data Analytics for Executives
PG Program in Advanced Data Analytics for Executives
Discover insights for making better decisions for the organizations with the PG Program in Advanced Data Analytics for Executives online course.
Online
3 Months
₹ 100,000
Quick facts
particular | details | ||
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Medium of instructions
English
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Mode of learning
Self study, Virtual Classroom
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Mode of Delivery
Video and Text Based
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Frequency of Classes
Weekdays, Weekends
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Course overview
Powered by Edu Plus Now, PG Program in Advanced Data Analytics for Executives certification is a 3 months programme that is an offering by the Indian Statistical Institute, Pune. This course is for professionals who want to empower themselves with skills of data analytics that are usually created by qualified professionals, and industry leaders, and hence these people can pave their pathway for a successful career ahead.
These days, data is everywhere in the form of structured, and non-structured ones. There are organizations that often cannot keep up with turning data into value and so that it can be used for insightful decision-making. This is the most important reason why ISI Pune thought of developing a knowledge-rich, project, and case study-oriented advanced data analytics programme for professionals across all kinds of industries with their businesses being of nature, and size. This certificate course provides an in-depth understanding of the application areas of forecasting to represent a business case.
The highlights
- 3 months course
- Live interactive sessions
- Weekend only classes
- Industry-endorsed curriculum
- Separate batches for working professionals
- 144 hours intensive training
- Certificate of completion
Program offerings
- Live online course
- Industry experts teaching
- Industry endorsed curriculum
- Lectures
- Recordings
- Projects
- Placement assistance
Course and certificate fees
Fees information
The PG Program in Advanced Data Analytics for Executives certification fee is Rs. 1,00,000 with the applicable Goods & Service Taxes on the programme fee.
PG Program in Advanced Data Analytics for Executives Fee Structure
Description | Amount |
Programme Fee | Rs. 1,00,000 + GST |
1st Instalment | Rs. 48,000 + GST |
2nd Instalment | Rs. 35,000 + GST |
3rd Instalment | Rs. 35,000 + GST |
certificate availability
certificate providing authority
Eligibility criteria
Educational Qualification
Any qualification based on programming isn’t a required qualification criterion.
Work Experience
Individuals who have around 5+ years of managerial experience are enrolled.
Certification Qualifying Details
The PG Program in Advanced Data Analytics for Executives certification by Indian Statistical Institute, Pune, and eduplusnow will be given based on two kinds of criteria. One is completing an internship of 3 months, and the other is passing an examination with 70% marks.
What you will learn
Here’s what the PG Program in Advanced Data Analytics for Executives certification syllabus will teach:
- Data Analytics knowledge & skills that shall help in decision-making for any discipline so that they are able to perform a full data analytics project.
- Also, there will be a lot of things covered in the case studies from industries like Agro Analytics, Legal Analytics, Risk Analytics, Telecom Analytics, and more.
Who it is for
Candidates with an interest in learning techniques of data science for the following roles below are considered:
- Business Analyst
- Data Scientist
- Data Analyst
- Machine Learning Engineer
- Data Engineer
Admission details
Here is the PG Program in Advanced Data Analytics for Executives admission details:
Step 1: Visit the official website: https://www.eduplusnow.com/course-details/post-graduate-program-in-advanced-data-analytics-for-executives.
Step 2: Scroll, and click the ‘Enroll Now’ button.
Step 3: Next candidates will register using the form when the button ‘Enroll Now’ is clicked.
Step 4: After the above step, paying the fee is the next important step.
Step 5: Admission is secured as the fee details are received.
The syllabus
Business Analytics Motivation of Business
Functional Analysis
- Product analytics, Customer Churn Analytics
- Market Analytics, Network Analytics
- Operations Analytics
- Supply Chain Analytics
- HR Analytics
- Energy Analytics
- Retail Analytics
- Social Media Analytics
- Agro analytics
- Insurance Analytics - Actuarial Statistics
- Healthcare /Clinical Analytics - Biostatistics
- Balance sheet Analytics - To attract total business
- Survival Analytics
- Financial Analytics
- Risk Analytics
- Legal Analytics
- Telecom Analytics, etc.
Prepare Data Set
- Data Preparation - Dirty & Unstructured data to Adequate & Clean Data
- Data & its types
- MetaData
- Tupple formation of Data
- Data Integration - Aggregation, Segregation, Combining, Indexing, Summarising - Data Quality
- Data Quality
- Data Cleaning
Exploratory Data Analysis
- Events, Probability, random variable, the probability distribution
- Parameters of the probability distribution
- Estimation
- Summaries of Statistics
- Tools for visual Analytics
- Summaries of statistics connecting to Visual analytics
- Summaries of statistics
- Tools - Python, Tableau, Power BI
Regression Modelling
- Multiple linear regression
- Stepwise regression
- Best Subset regression
- Ridge Regression
- LASSO Regression
- Spline Regression
Classification Modelling
- Discriminant Analytics
- KNN
- Model Adequacy parameter
- Predictability of model
- Logistic Regression
- Naïve Bayes Classifier
- Modle Accuracy parameter
- Provisioning modeling in Machine learning
Descriptive Analysis
- Cluster analytics
- Affinity analytics or Market basket analysis
- Principal component analysis, factor analysis
- Connecting MBA & Clustering to ML
Neural Network Related Modelling
- Perceptron - ANN
- CNN
- RNN
- Connecting neural network to Deep learning Modeling
Predictive Analysis
- Use of cluster variables & affinitive variables in the model
- Time Series analysis
- Prospective modeling
Visual Analytics
Sampling Distribution
Test of hypothesis
Modelling
- Steps of Modelling
- Data Partitioning in Modeling
Evaluation process
There is a final open-book examination that is held for judging the knowledge of the participants that is a mix of descriptive, and MCQ questions. The MCQ questions are a total of 80% questions, and the descriptive questions are a total of 20 marks. The participants must get 70% in total to receive the final certificate.
How it helps
Here are some of the PG Program in Advanced Data Analytics for Executives certification benefits:
- This course is really trustable since the programme advisory members are from institutions like ISI, Oracle, and Suzlon.
- Online live, and weekend sessions are held that give enough flexibility for the working professionals to manage the time.
- Along with the detailed descriptive course curriculum, the candidates will learn to solve case studies with hands-on experiences.
- Even regular real-time projects that upskill the participants are conducted from various sectors like Manufacturing, Healthcare, Human Resource, Retail, Finance, Trading, etc.
Instructors
Mr Subrata Rath
Head
Indian Statistical I...
Other Bachelors, Other Masters
Mr Ashis Kumar Chakraborty
Senior Technical Officer
Indian Statistical I...
Mr Pathik Mandal
Technical Officer
Freelancer
Ph.D
FAQs
Different knowledge of tools like Tableau, Big Data Hadoop, Hypothesis Testing, Spark, Predictive Modelling, Machine Learning Using R, etc. will be grasped.
No group discussion is held for this certification course.
The course alumni get placed with Amazon, ABP, Tata Communications, Cognizant, Hitachi, and many more famous companies.
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