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Duration 06 Months
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Programme Fee INR 1,30,000/- + 18% GST
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Eligibility Any Graduate with 1+ Years Experience

2nd Rank

as per NIRF India Engineering Rankings (2023)

3rd

as per ARIIA Ranking (2021)

Mode

Live Online Sessions

Programme Overview

Amidst the prevailing data-centric environment, there is a growing demand for individuals proficient in data science, machine learning, and artificial intelligence. To address this requirement, CEP, IIT Delhi offers the Executive Programme in Applied Data Science using Machine Learning & Artificial Intelligence, equipping executives and professionals with the necessary skills. This programme provides participants with a comprehensive understanding of data science principles, machine learning algorithms, and AI techniques, while also refining their ability to apply them effectively in real-world scenarios.


Programme Highlights
You Will Learn
Industry-Led Pedagogy
Certificate of Successful Completion from CEP, IIT Delhi

Certificate of Successful Completion from CEP, IIT Delhi

Live Classes & Mentorship by Highly Experienced Faculty members from IIT Delhi

Live Classes & Mentorship by Highly Experienced Faculty members from IIT Delhi

2 Days Intensive Campus Immersion

2 Days Intensive Campus Immersion

Peer-to-peer Learning and Mentoring from Industry Experts

Peer-to-peer Learning and Mentoring from Industry Experts

Data Science Concepts: Exploration, Preprocessing, Engineering, Model Evaluation Data Science Concepts: Exploration, Preprocessing, Engineering, Model Evaluation
Applied Machine Learning Skills: Regression, Classification, Clustering, Reinforcement learning and Deep learning Applied Machine Learning Skills: Regression, Classification, Clustering, Reinforcement learning and Deep learning
AI Techniques Mastery: Develop Intelligent Systems for Different Applications AI Techniques Mastery: Develop Intelligent Systems for Different Applications
Ability to Design and Implement End-to-End Data Science Projects: Preprocessing, Model Building and Deployment Ability to Design and Implement End-to-End Data Science Projects: Preprocessing, Model Building and Deployment
Rigorous Pedagogy Rigorous Pedagogy
Case Discussions Case Discussions
Simulations Simulations
Flexibility Learning: online classes on weekends or after business hours Flexibility Learning: online classes on weekends or after business hours
Panel Discussions and Guest Lectures Panel Discussions and Guest Lectures
Learn More

Programme Content


Overview of Artificial Intelligence and Machine Learning
(3 hours)
Data Analysis with Python
(4.5 hours)
Mathematics for AI
(3 hours)
Advanced Statistics
(7.5 hours)
Regression
(6 hours)
Logic and Knowledge Representation
(3 hours)
Foundation of NLP (Natural Language Processing)
(3 hours)
Project
(3 hours)
Data types and Pre-processing
(3 hours)
Supervised Learning Techniques
(9 hours)
Advanced Classification Techniques
(3 Hours)
Unsupervised Learning – Clustering
(6 hours)
Project – Dr. B. Chandra
(3 hours)
Deep Learning with TensorFlow and Keras
(6 hours)
Reinforcement Learning
(2.5 hours)
Applications of NLP
(6 hours)
Recommender System + ChatGPT + Discussion
(7 hours on Campus)
Conversational Systems + Applications of AI/ML and Future Scope + Discussion
(6 hours on Campus)

Explore Tools and Techniques Taught

Tools & Languages


Python Jupyter Pandas Numpy.png

Admission Fee & Financing

Easy EMI Options Available

Pay in easy monthly installments with our EMI options. No more worrying about finances; start your learning journey today!

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Complete Payment

Participants can make one-time payment easily using options such as:

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fees-icon Credit/Debit Card
  • 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.

Eligibility

Academic Criteria
Who Can Attend?
Selection Criteria
  • Graduate/Diploma holder (10+2+3) in the discipline of Science, Engineering, Mathematics or Statistics with a minimum of 1 year of experience.
  • Minimum of 70% attendance is mandatory.
  • Assessment will be conducted via projects.

  • Individuals with backgrounds in Science, Technology, Engineering, and Mathematics, including fields like computer science, physics, mathematics, statistics, and engineering.
  • IT/ Tech industry specialists seeking data science specialisation.
  • Business analysts seeking data-driven decision-making skills.
  • Early to mid-career professionals in Data Science & AI.
  • Screening and selection will be done by IIT Delhi.

Our Eminent Facilitators

Dr. Niladri Chatterjee

PROGRAMME COORDINATOR

DR. NILADRI CHATTERJEE

Soumitra Dutta Chair Professor of Artificial Intelligence,
Prof. (HAG) Department of Mathematics, School of IT, Yardi School of AI,
Indian Institute of Technology Delhi

Dr. B. Chandra

PROGRAMME FACULTY

Dr. B. Chandra

Adjunct Professor, School of IT,
Indian Institute of Technology Delhi

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.’
IIT Delhi Certificate
IIT Delhi 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.

Executive Programme in Applied Data Science
using Machine Learning & Artificial Intelligence

By serving as a catalyst, this programme facilitates business growth and encourages innovation, empowering professionals to effectively harness the power of these technologies in their specific industries.

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