Course Overview
It has been proven in recent years that deep learning and machine learning approaches provide far higher accuracy than previous approaches. Deep Learning and Machine Learning are going to impact every area of computing, including data analysis, software engineering, and artificial intelligence. Professionals like you are expected to have a solid understanding of Machine Learning and Deep Learning. IIT Delhi's Certificate Programme in Machine Learning and Deep Learning is designed for those who are looking to gain hands-on experience in solving real-life problems using Deep Learning and Machine Learning.
Course Highlights
- A programme from the Department of Electrical Engineering, IIT Delhi. IIT Delhi is ranked #2 as per QS World University Rankings 2022 in India
- 6-month online training programme for working professionals
- 70 hours of live online teaching
- Certification from CEP, IIT Delhi
Key Benefits
After completing this programme, the participants should be able to:
- Have a good grasp of efficient Python programming including developing the skill to load and pre-process the data from online and offline databases using pandas
- Have a good understanding of the fundamental aspects and challenges of machine learning: data, model selection, model complexity, etc.
- Understanding of the strengths and weaknesses of popular machine learning approaches
- Able to design and train your own neural networks using Keras and TensorFlow modules.
- Able to design and implement various machine learning/deep learning techniques in a range of real-world applications
Eligibility
- Any science or engineering graduate with a minimum of 50% marks
- At least 1 year of experience
Selection Criteria
Selection based on application review
Course Modules
This course have 6 modues.
Certificate
Candidates who score at least 50% marks overall and have a minimum attendance of 50% will receive a ‘Certificate of Completion’ from IIT Delhi CEP.*Only e-certificates will be issued by CEP IIT Delhi.
Sample Certificate
Faculty
Date & Fees
Fee Particulars | Amount (in ) |
Programme Fee: | 1,60,000 + GST |
NOTE:
Note: All fees should be submitted in the IITD CEP Account only, and the details will be shared post-selection. |
|
No. of Installments - Total amount to be paid in 4 installments. | |
Instalment No. | Amount (in ) |
Installment 1 | 10,000 + 50,000 |
Installment 2 | 50,000 |
Installment 3 | 50,000 |
Timeline and Dates | |
Application Closure Date | 10-Jul-2023 |
Programme Start Date | 30-Sep-2023 |
Programme End Date | 01-Mar-2024 |
Pedagogy
The teaching approach will be highly interactive and deploy diverse pedagogical tools and techniques including lectures, real-life case studies, hands-on data analysis, capstone projects, and participants’ experience sharing.