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
02
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

Interdisciplinary Curriculum

online-class

Live Online Sessions

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Case Studies and Interactive Activities

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Assignments and Presentations

online-assessment

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

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

  • Introduction of Machine Learning
  • Differentiating ML and Artificial Intelligence
  • Linear Algebra
  • Vector Space
  • Inner Product
  • Orthogonality Principle
  • WSS
  • Curve Fitting in Python
  • Python: Basics to Advanced (Data Analytics)
Different Array Modeling Based on Geometry
  • Uniform Linear Array
  • Tetrahedral Array
    • Python: Basic of Data Structure (Sorting)
    • Bayesian Modeling
    • Generative Models
    • Discriminative Models
    Real time Machine Learning Projects
  • Classification and Regression
  • Taught by Rotman School of Management (UofT)

    • Principles of effective visualizations
    • Telling stories with data
    • Techniques and Tools for data visualization
    • Presenting and communicating data to different audiences
  • 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
  • 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
  • AI and CI concepts, principles
  • AI and CI techniques
  • Natural Language Processing and Computer Vision
  • AI and CI applications in different industries
  • 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
    • 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
    • Contemporary geospatial data analysis
    • Geostatistics and spatial data visualization
    • GIS software and tools
    • Advanced geospatial & social media metrics
  • Cluster analysis and factor analysis techniques
  • Results interpretation
  • The relationship between clustering and factor analysis
  • Applications of clustering analysis and factor analysis
  • 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.

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

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

    15th
    for Faculty in the world
    by FT Rankings 2020

    IIT Jamu

    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

    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.

    Certificate IIT Jammu

    Program Fee Details

    Fees
    Fee Structure
    Application Fee
    INR 1,000/- + GST
    Total Program Fee
    INR 1,60,000 + GST
    No cost EMI available.
    Installment Pattern
    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

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    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

    Program Counsellor

    Program Manager

    Riddhi Shah

    Program Counsellor Number

    Coming Soon