Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekdays |
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
- Weekday only classes
- Industry-endorsed curriculum
- Separate batches for working professionals
- 144 hours intensive training
- Certificate of completion
Programme Offerings
- Live Online Course
- Industry Experts Teaching
- Industry Endorsed Curriculum
- Lectures
- Recordings
- Projects
- placement assistance
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | edu plus now |
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
- Evolution of Business Analytics
- Business Analytics for effective business decision making Business Analytics & its component viz basic data preparation | Basic Analytics | Prescriptive Analytics | Descriptive Analytics | Predictive Analytics | Machine Learning | Deep Learning & Artificial Intelligence
- 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.
- 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
- 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
- Multiple linear regression
- Stepwise regression
- Best Subset regression
- Ridge Regression
- LASSO Regression
- Spline Regression
- Discriminant Analytics
- KNN
- Model Adequacy parameter
- Predictability of model
- Logistic Regression
- Naïve Bayes Classifier
- Modle Accuracy parameter
- Provisioning modeling in Machine learning
- Cluster analytics
- Affinity analytics or Market basket analysis
- Principal component analysis, factor analysis
- Connecting MBA & Clustering to ML
- Perceptron - ANN
- CNN
- RNN
- Connecting neural network to Deep learning Modeling
- Use of cluster variables & affinitive variables in the model
- Time Series analysis
- Prospective modeling
- Tools for Visual Analytics
- Summaries of statistics connecting to Visual analytics
- Summaries of statistics
- Tools - Python, Tableau, Power BI
Test of hypothesis
- 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.
Instructors
Indian Statistical Institute, Pune Frequently Asked Questions (FAQ's)
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.
There are 3 modes - calling, chatting, or emailing through which Edu Plus now can be contacted.