Executive Programme in Applied Data Science using Machine Learning & Artificial Intelligence
Programme offered by CEP, IIT Delhi
Duration
6 months
Mode
Live Online
Application Closure Date
September 30, 2023
Commencement Date
December 10, 2023
Session Timing
10.00 am to 01.00 pm
Programme Overview
In today’s data-driven world, organisations seek individuals proficient in data science, machine learning, and artificial intelligence. The Executive Programme in Applied Data Science with Machine Learning & Artificial Intelligence addresses this demand by equipping executives and professionals with essential skills. Participants acquire a comprehensive understanding of data science principles, machine learning algorithms, and AI techniques, applying them practically in real-world scenarios. This programme accelerates business growth and fosters innovation, empowering professionals to effectively harness the power of these technologies in their respective industries.
Programme Highlights
Certificate of Successful Completion from CEP, IIT Delhi
Live classes & mentorship by highly experienced faculty members from IIT Delhi
Flexibility in learning: online classes on weekends or after business hours
2 days intensive campus immersion modules
Peer-to-peer learning and mentoring from industry experts
Rigorous Pedagogy — case discussions, simulations, etc.
Programme Details
Eligibility
- Graduate/Diploma holder (10+2+3) in the discipline of Science, Engineering, Mathematics or Statistics with a minimum of 1 year of experience.
Screening & Selection
- Screening and selection will be done by IIT Delhi.
Attendance
- Minimum of 70% attendance is mandatory.
Assessment Criteria
- Assessment will be conducted via projects.
Syllabus Breakdown
Overview of artificial intelligence and machine learning
Data analysis with python
Mathematics for AI
Advanced statistics
Regression
Logic and knowledge representation
Foundation of NLP (Natural language processing)
Project I
Data types and pre-processing
Supervised learning techniques
Advanced classification techniques
Unsupervised learning – clustering
Project II
Deep learning with TensorFlow and keras
Reinforcement learning
Applications of NLP
Recommender system + ChatGPT + discussion
Conversational systems + applications of AI/ML and future scope + discussion
Case Studies
Projects
Panel Discussions
Guest Lectures
Note: This is an indicative list of course topics and is subject to change as per IIT Delhi’s discretion.
Explore Libraries of Tools and Techniques Taught
Tools & Languages
Note: This is an indicative list of tools and techniques taught in the programme and is subject to change as per IIT Delhi’s discretion.
About IIT Delhi
The Indian Institute of Technology Delhi (IIT Delhi) is one of the 5 initial IITs established for training, research and development in science, engineering and technology in India. Established as College of Engineering in 1961, the Institute was later declared as an Institution of National Importance under the “Institutes of Technology (Amendment) Act, 1963” and was renamed as “Indian Institute of Technology Delhi”. It was then accorded the status of a Deemed University with powers to decide its own academic policy, to conduct its own examinations, and to award its own degrees.
Since its inception, over 48000 students have graduated from IIT Delhi in various disciplines, including Engineering, Physical Sciences, Management, Humanities and Social Sciences. Of these, nearly 5070 received PhD degrees. The rest obtained a Master’s Degree in Engineering, Sciences and Business Administration. These alumni today work as scientists, technologists, business managers and entrepreneurs. There are several alumni who have moved away from their original disciplines and have taken to administrative services, active politics, or are with NGOs. In doing so, they have significantly contributed to the building of this nation and to industrialization around the world.
2nd
Rank as per NIRF India
Engineering Rankings (2023)
3rd
as per ARIIA Ranking
(2021)
About Continuing Education Programme (CEP)
Executive education is a vital need for companies to build a culture that promotes newer technologies and solutions and builds a workforce that stays abreast of the rapidly transforming needs to the technological, business and regulatory landscape. Committed to the cause of making quality education accessible to all, IIT Delhi has launched Online Certificate Programmes under eVIDYA@IITD (ई-विद्या@IITD): enabling Virtual & Interactive-learning for Driving Youth Advancement@IITD for Indian as well as international participants. These outreach programmes offered by the Indian Institute of Technology Delhi (IIT Delhi) are designed to cater to the training and development needs of various organisations, industries, society and individual participants at national and international level with a vision to empower thousands of young learners by imparting high-quality Online Certificate Programmes in cutting-edge areas for their career advancement in different domains of engineering, technology, science, humanities and management.
Know The Facilitators
PROGRAMME COORDINATOR
PROGRAMME FACULTY
Programme Certification
- Participants who meet the evaluation criteria, which includes successfully completing the projects conducted by the faculty, and fulfill the necessary attendance criteria, specifically a minimum requirement of 70%, will receive a ‘Certification of Completion.’
- Participants who do not meet the evaluation criteria but meet the attendance requirements will be presented with a ‘Participation Certificate.’
- The above e-certificate is for illustrative purposes only and the format of the certificate may be changed at the discretion of IIT Delhi.
- Only e-certificate will be provided and it will be issued by CEP, IIT Delhi.
- The organising department of this programme is the Department of Mathematics, IIT Delhi.
Co-ordinators
Prof. Harpal Singh
Prof. Neetu Singh
Programme Fee Details
Programme Fee
Installment Pattern
Programme Fee
Fee Structure
Total Programme Fee
INR 1,30,000/- + 18% GST
Installment Pattern
Installment Pattern
Instalment 1
INR 80,000/- + 18% GST
7 days from the release of the offer letter
Instalment 2
INR 50,000/- + 18% GST
On or before 20th September, 2023
Easy EMI Options Available
- Payment of fees should be submitted in the IIT Delhi CEP account only and the receipt will be issued by the IIT Delhi CEP account for your records.
- Loan Options is a service offered by Jaro Education. IIT Delhi is not responsible for the same.
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Career Transitions
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The Jaro Advantage
Learning Support
Doubt Resolution
Networking
Learning Support
Doubt Resolution
Networking
Jaro Expedite - Career Booster
Profile Building
Rigorously building the candidate’s profiles and resume scrutinizing their LinkedIn profiles. Jaro Education enables personalised feedback to boost overall virtual presence.
Resume Review
Moving forward with carefully curated resume reviews that ensures you are interview-ready for the workplace of tomorrow.
Placement Assistance
Get career assistance as per the profile and preferences. On average, get 5-6 job recommendations to enhance quality employment opportunities.
Career Enhancement Sessions
Bridging connectivity to link the best talent with organizations through eminent sessions from top-class industry speakers.
Note: IIM Trichy or Jaro Education 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. IIM Trichy 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.
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You’ll learn
- Delve Deeper to get an Improved Strategic Thinking
- Advanced Digital Learning Platform Designed for Immersive Learning
- Harness Contemporary Entrepreneurial Skills
- Acquire Abilities to face Business Challenges
You’ll learn
- Data Science Concepts: Exploration, Preprocessing, Engineering, Model Evaluation
- Applied Machine Learning Skills: Regression, Classification, Clustering, Reinforcement learning and Deep learning
- AI Techniques Mastery: Develop Intelligent Systems for Different Applications
- Ability to Design and Implement End-to-End Data Science Projects Expertise: Preprocessing, Model Building and Deployment
Frequently Asked Questions
