Online applications are invited for the Certificate Programme in Machine Learning and Deep Learning at IIT Delhi, The last date to apply is July 10, 2023.
About Machine Learning and Deep Learning
Machine Learning (ML) and Deep Learning (DL) are the two main pillars of Data Science and are the subsets of Artificial Intelligence. ML integrates computer science and statistics to recognise patterns and make predictions from data and perform specific tasks without being explicitly programmed. DL, a subset of ML, uses algorithms that analyse data with a logic structure, called Artificial Neural Network (ANN) that mimics the human thinking process. In general, the learning process of these algorithms can either be supervised or unsupervised, depending on the data being used to feed the algorithms.
Program Highlights
- A programme from the Department of Electrical Engineering, IIT Delhi. IIT Delhi is ranked #3 as per QS World University Rankings 2023 in India and # 49 globally as per the QS World University Rankings by Subject 2023: Electrical and Electronic Engineering
- 6-month online training programme for working professionals
- 72 hours of live online teaching
- IIT Delhi Continuing Education Programme (CEP) certificate
Program Details
- Duration
- 6 Months
- 72 Hours of Live Online Learning
- 2-Hour Sessions
- Delivery
- Live Online Sessions delivered Direct-to-Device (D2D)
- Class Schedule
- Saturday and Sunday: 10:00 a.m. to 12:00 p.m.*
- *Timings are subject to change
- Campus Event / Immersion
- 1 day for interaction with candidates (optional)
- Eligibility
- Any science or engineering graduate with at least 1 year of experience.
- Admission Criteria
- Selection based on application review
- Evaluation
- 50% – end of programme MCQ-based exam
- 40% – assignments/quizzes
- 10% – attendance
- For Certificate of Completion: Candidates need to secure
minimum 50% overall marks with 50% minimum attendance
Who Should Attend?
Graduates from a science or engineering background seeking a career in the ML/DL domain
- Professionals in the software and IT industry seeking to upskill with ML/DL
expertise and applying this intelligent learning tool in their respective fields - Professionals aspiring to work as data engineers, data scientists, machine
learning engineers, etc.
Learning Outcomes
- 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 ML: data, model
- selection, model complexity, etc.
- Understanding the strengths and weaknesses of popular ML approaches
- Able to design and train your neural networks using Keras and TensorFlow modules
- Able to design and implement various ML/DL techniques in a range of real-world applications
Programme Fee
Rs. 1,88,800
How to Join?
Interested candidates can join the course through this link.
Deadline
The last date to apply is July 10, 2023.
