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

Certificate of Successful Completion from CEP, IIT Delhi

virtual-classroom

Live classes & mentorship by highly experienced faculty members from IIT Delhi

campus

Flexibility in learning: online classes on weekends or after business hours

online-assessment

2 days intensive campus immersion modules

peer-networking

Peer-to-peer learning and mentoring from industry experts

Student Learning

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.

IIT Delhi

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 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.’
Participation
  • 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

Programme Fee Details

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.

Admission Process

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Career Transitions

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The Jaro Advantage

Learning Support
Doubt Resolution
Networking

Jaro Expedite - Career Booster

communication

Profile Building

Rigorously building the candidate’s profiles and resume scrutinizing their LinkedIn profiles. Jaro Education enables personalised feedback to boost overall virtual presence.

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Resume Review

Moving forward with carefully curated resume reviews that ensures you are interview-ready for the workplace of tomorrow.

conversation

Placement Assistance

Get career assistance as per the profile and preferences. On average, get 5-6 job recommendations to enhance quality employment opportunities.

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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

You’ll learn

Frequently Asked Questions
Who is this programme suitable for?
  • The programme is designed for executives, professionals, and working individuals from various industries who are interested in enhancing their data science, machine learning, and AI skills. It caters to both technical and non-technical backgrounds.
What are the prerequisites for enrolling in the programme?
  • There are no specific prerequisites, but a basic understanding of mathematics, statistics, and programming concepts would be beneficial. However, the programme covers essential concepts from scratch, making it accessible to learners with different backgrounds.
How long is the programme duration?
  • This interdisciplinary programme has a duration of 6 months and is designed to accommodate the busy schedules of working professionals.
Are there any hands-on projects or assignments in the programme?
  • Yes, the programme emphasises practical learning through hands-on projects, case studies, and assignments. Participants will have the opportunity to apply their knowledge to real-world datasets and gain valuable industry-relevant experience.
Will I receive a certification upon completion of the programme?
  • Yes, upon successfully completing the programme, participants will receive a certification from CEP, IIT Delhi.
Are there any networking opportunities provided during the programme?
  • The programme often includes guest lectures, panel discussions, case studies, and projects, allowing participants to connect with fellow professionals and build valuable industry contacts.

Programme Counsellor

Program Manager

Zuhaib Shaikh

Program Counsellor Number

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