Advanced Data Science Certificate Program
- Rotman School of Management (UofT) & IIT Jammu

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Advanced Data Science Certificate Program – Rotman School of Management (UofT) & IIT Jammu

Course Duration

8 Months

Batch

Application Closure Date

20th May 2023

Commencement Date

June 2023

Session Timing

Saturday
6:00 pm to 8:30 pm

Advanced Data Science Program Overview

Acquire global level data literacy with the world-class Rotman School of Management (University of Toronto) & IIT Jammu Advanced Data Science Certificate Program. This experiential, innovative and holistic program is specially designed for talented individuals seeking a transformative learning experience in data science. Participants will get exposure to the new age data analytics tools and techniques to extract insights from real-world data.

The program pedagogy consists of an interdisciplinary curriculum and interdepartmental collaborative efforts of Rotman School of Management, Department of Statistical Sciences and Computer Science Department of the University of Toronto in design and delivery.

This interdisciplinary curriculum will enable participants to:

Leverage Internationally Recognized Instructors with combined academic excellence and extensive industry experience
Exposure to examining the subjects and concepts from different approaches and all related to the real business world
Seek engaging insights through discussions, assignments, practices, and case studies

Advanced Data Science Program will develop the data-driven skills and confidence to get a new career edge within this growing field of data science. Further, earn privilege to join the Rotman Connect community, participants will be able to gain professional leads and connections through Rotman School of Management’s global online community.

Advanced Data Science Program Highlights

Eligibility

Graduate /Diploma Holder
2+ years of work experience

Program Schedule

Weekend Lectures: 2.5 hours
No. of sessions: 40

Tools to be covered

*The above given is an indicative list of tools and is subject to change as per Rotman School Of Management (UofT) & IIT Jammu's discretion.

Syllabus Breakdown

Taught by IIT Jammu

Data Science Pathway

Introduction of Machine Learning
Differentiating ML and Artificial Intelligence

Statistics for Data Science (Basic & Advanced)

Linear Algebra
Vector Space
Inner Product
Orthogonality Principle
WSS

Qualitative Research & Applications

Curve Fitting in Python

Programming & Data Tools

Python: Basics to Advanced (Data Analytics)

Data Collection & Preparation

Different Array Modeling Based on Geometry

Uniform Linear Array

Tetrahedral Array

Data Structure & Algorithm

Python: Basic of Data Structure (Sorting)

Data Modelling in ML

Bayesian Modeling
Generative Models
Discriminative Models

Practicum Projects

Real time Machine Learning Projects

Classification and Regression

Taught by Rotman School of Management (UofT)

Data Visualization & Communication

Principles of effective visualizations
Telling stories with data
Techniques and Tools for data visualization
Presenting and communicating data to different audiences

Machine Learning

Concepts, principles and types of ML

Design and train ML for different tasks

Popular ML algorithms and techniques

Metrics to evaluate the ML models

ML real-world applications

Supervised & Unsupervised Learning

Differences between supervised and unsupervised learning

Classification, regression, and popular algorithms

Clustering, dimensionality reduction and anomaly detection

Feature selection and engineering techniques

Practical applications of supervised and unsupervised learning

Artificial and Computational Intelligence

AI and CI concepts, principles

AI and CI techniques

Natural Language Processing and Computer Vision

AI and CI applications in different industries

Big Data Analytics

Work with large and complex datasets

Statistics and ML for big data analytics

Data tools and techniques for big data processing

Big data analytics in social media, healthcare, marketing and finance

Building a data driven organization

Identify and articulate business problems and design and implement data-driven processes
Data strategy, data culture and data-driven decision making
Leadership development in building a data-driven organization
Measuring and evaluating the impact

Geospatial Data Analysis & Applications

Contemporary geospatial data analysis
Geostatistics and spatial data visualization
GIS software and tools
Advanced geospatial & social media metrics

Clustering Analysis & Factor Analysis

Cluster analysis and factor analysis techniques

Results interpretation

The relationship between clustering and factor analysis

Applications of clustering analysis and factor analysis

Network Analysis & Business applications

Network properties and network path algorithm

Algorithms to understand nodes and to identify communities in a network

Techniques for predicting new edges in network and for node classification

Diffusion and influence maximization

2.5 hours Weekend Classes

Real time case study

Live Online
Interactive Lectures

32 Sessions

*Note: *The above list is indicative and is subject to change as per the Rotman School of Management (University of Toronto) and IIT Jammu’s discretion.

About Rotman School of Management (University of Toronto)

Established in 1827, the University of Toronto is recognized worldwide as Canada’s top research university, a reputation that will add value for students who aspire to careers with global dimensions. The Rotman School of Management is part of the University of Toronto, a global centre of research and academic excellence at the heart of Canada’s multicultural commercial capital.

Rotman is a catalyst for transformative learning, insights and public engagement, bringing together diverse views and initiatives around a defining purpose: to create value for business and society. Upholding rigorous standards of scholarship, Rotman School of Management pushes boundaries of inquiry in the search for innovative answers to the most challenging questions. Institute is creating superior-quality learning experiences in the classroom, online, in the business arena, and society.

1^st
Business school in Canada QS Global MBA Rankings, Rotman 2020

24^th
by Times Higher
Education for Business
& Economics Rankings 2021

15^th
for Faculty in the world
by FT Rankings 2020

About IIT Jammu

The Indian Institute of Technology Jammu (est. on 6th August 2016) welcomed the first batch of students into the campus in Paloura, Jammu.

IIT Jammu is recognized as an “Institute of National Importance” under the “Institutes of Technology Act” of 1961. IIT is an autonomous public higher education Institute funded by the Government of India, and functions under the governance of the IIT Council.
IIT Jammu’s vision is to create an excellent educational environment, with the goal of producing world-class professionals who will be well prepared to take on the challenges of the 21st century in the field of technology and science.

Know the Facilitators

Walid Hejazi

Gerhard Trippen

Alex Arifuzzaman

Jun Yuan

Hemant Sangwan

Brian Keng

Kanchana Padmanabhan

Bernardo Blum

Prof. Karan Nathwani

Dual Certification

Participants who complete the necessary program prerequisites will receive a dual certificate of Advanced Data Science Certificate Program from Rotman School of Management (UofT) and IIT Jammu.

Program Fee Details

Fees

Installment Pattern

Fees

Fee Structure

Application Fee

INR 1,000/- + GST

Total Program Fee

INR 1,60,000 + GST

No cost EMI available.

View Plans

Installment Pattern

Installment 1

INR 80,000/- + GST

As per the date mentioned in the offer letter

Installment 2

INR 80,000/- + GST

20th September 2023

Admission Process

Learners Speak

Program Prelude

Talk to our Expert

The Jaro Advantage

Learning Support

Doubt Resolution

Networking

Learning Support

Unparalleled career guidance and support
Dedicated student support
Immersive and lifelong learning experiences

Doubt Resolution

Learn from the best-suited academic, faculty, and industry mentors
Be a part of discussions and forums for enhanced learning
Leverage peer-to-peer learning experience

Networking

Alumni Network of 3,00,000+ Professionals
Access to alumni events & other benefits
Stay up to date with the latest insights from your alma mater

Career Transitions

Ayush Singh

Analyst

Senior Analyst

Ayush Singh

Analyst

Senior Analyst

Ayush Singh

Analyst

Senior Analyst

Ayush Singh

Analyst

Senior Analyst

Career Transitions

Jaro Expedite - Career Booster

Career Counselling

Get personalised career pathing from experts to chart out the best opportunities.

Resume Feedback

Obtain specific, personalised inputs on your resume structure and content.

Interview Preparation

Receive one-on-one mock interviews conducted by industry mentors and detailed feedback after an interview.

Job Placement

Get an opportunity to interview for 300+ hiring companies partnered with jaro Education.

Note: Jaro Education or Rotman School of Management (University of Toronto) do not guarantee or promise you a job or advancement in your existing position. Career Services is simply provided as a service to help you manage your career in a proactive manner. Jaro Education provides the Career Services described here. Rotman School of Management (University of Toronto) is not involved in any way with the Career Services described above and offer no commitments.

Build 21st-Century Skill set to Gain Career Edge in the VUCA World

Learn from the best minds and eminent faculty to become the next industry expert.

By clicking Start Application, you agree to our terms and conditions and our privacy policy.

You’ll learn

Advanced statistical & data engineering skills
Hands-on exposure to data science projects
Gain capabilities to adopt and evaluate various data analytics tools, such as Dashboards, Machine Learning, Prediction Models, and Regression Analysis
Visualization techniques to represent data effectively to understand when to use and how to interpret descriptive, predictive, and prescriptive analytics
Mindsets and techniques to apply scientific thinking to business, such as examining cause and effect in data analysis and actualizing a business idea
A deeper understanding of how to build a data-driven organization, including managing privacy and security concerns and developing strategies for cultivating evidence-based decision-making

Frequently Asked Questions

What is the duration of the Advanced Data Science Certificate Program?

The Advanced Data Science Certificate Program from Rotman School of Management(University of Toronto) & IIT Jammu has 8 months standard program duration.

What is the mode of delivery for the Advanced Data Science Certificate Program?

Advanced Data Science Certificate Program – Rotman School of Management (University of Toronto) & IIT Jammu is delivered in the online learning mode where participants will be given exposure to seamless synchronous and asynchronous online lectures.

What is the fee for the Advanced Data Science Certificate Program - Rotman School of Management & IIT Jammu?

This joint program has a total fee of INR 1,60,000/+ GST.

Will I be awarded a certificate at the end of the Advanced Data Science Certificate Program?

All students will be granted a Certificate in Advanced Data Science Program after they successfully complete the program requirements.

Does Rotman School of Management have a global ranking?

Yes, Rotman School of Management (University Of Toronto) has the most prestigious QS World Rankings.

Connect with our Program Advisor

9043001261

Program Counsellor

Advanced Data Science Certificate Program
- Rotman School of Management (UofT) & IIT Jammu

Interdisciplinary Curriculum

Live Online Sessions

Case Studies and Interactive Activities

Assignments and Presentations

Program Portal and Online
Learning Hub

Top-tier faculty from Rotman School of Management & IIT Jammu

Technical Support for Online Teaching and Learning Platform

Privilege to Alumni network – Rotman Connect