Advanced Data Science Certificate Programme
Rotman School of Management (UofT) & IITM Pravartak Technology Innovation Hub of IIT Madras
- Course Duration
8 Months
- Batch
02
- Programme Type
Dual Certification
- 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) & IITM Pravartak Technology Innovation Hub of IIT Madras 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.
Admission Criteria
- Graduate /Diploma Holder
- Minimum 2+ years of work experience in the field of Engineering
- For professionals, who are looking for a career transition in the Data Science field
Pedagogical Methodology
Learning Outcomes
Jaro Expedite - Career Booster
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.
Tools Covered
*The above given is an indicative list of tools and is subject to change as per Rotman School Of Management (UofT) & IITM Pravartak’s discretion.
Programme Prelude
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
IITM Pravartak
IITM Pravartak Technologies Foundation is a section 08 Company housing the Technology Innovation Hub on Sensors, Networking, Actuators, and Control Systems (SNACS). IITM Pravartak is funded by the Department of Science and Technology, Government of India, under its National Mission on Interdisciplinary Cyber-Physical Systems and hosted as a Technology Innovation Hub (TIH) by IIT Madras. The IITM Pravartak Technology Innovation Hub aims to focus on new knowledge in the SNACS area through extensive and application-oriented research. IITM-PTF gladly takes the role of preparing young India for the next generation of world-class technologies. The NM-ICPS is a comprehensive Mission aimed at complete convergence with all stakeholders by establishing strong linkages between academia, industry, Government, and International Organisations.
Advanced Data Science Program Highlights
Interdisciplinary Curriculum
Live Online Sessions
Case Studies and Interactive Activities
Assignments and Presentations
Program Portal and OnlineLearning Hub
Top-tier faculty from Rotman School of Management & IITM Pravartak
Technical Support for Online Teaching and Learning Platform
Privilege to Alumni network – Rotman Connect
Admission Process
- 1
Eligibility of Applicant
- 2
Application Submission
- 3
Screening & Shortlisting
- 4
Admission & Fee Payment
- 5
Book your Seat
Unleash the benefits that await you with Jaro Value adds.
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Syllabus Breakdown
Fundamental theory for Data Sciences
- Linear Algebra
- Probability
- Statistics
- Linear Regression
- Bayesian Analysis
Programming & Data Tools
- Python basics and advance to be covered for data analytics
- Data Structure & Algorithm: Python
Data Structure & Algorithm
- Python
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
Programme Fee Details
Application Fee
INR 3,000/- + GSTTotal Program Fee
INR 1,61,000/- + GSTInstalment Pattern
Instalment 1
INR 78,000/- + GST (As per the date mentioned in the offer letter)Instalment 2
INR 80,000/- + GST (20th November 2023)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 IITM Pravartak.
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The Jaro Advantage
Personalized Learning Support
- Career Acceleration: Get unmatched career guidance, resume-building workshops, and 1:1 mentorship to fast-track your professional growth.
- 24/7 Student Support: Dedicated assistance at every step—from enrollment to graduation.
- Future-Ready Learning: Engage in immersive, industry-aligned programs designed for lifelong career relevance.
Expert-Led Doubt Resolution
- Learn from the Best: Access mentorship from top-tier faculty and industry leaders.
- Collaborative Learning: Join dynamic discussion forums and peer-to-peer networks for deeper insights.
- Real-World Problem Solving: Apply knowledge through case studies and interactive sessions.
Powerful Global Networking
- Elite Alumni Community: Connect with 350,000+ professionals worldwide for career opportunities and collaborations.
- Exclusive Events: Attend global webinars, networking meetups, and industry talks.
- Lifelong Access: Stay updated with cutting-edge trends and alumni benefits long after graduation.
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Yes, Rotman School of Management (University of Toronto) has the most prestigious QS World Rankings.
