The Indian Institute of Technology (IIT), Mandi is organizing an Online Workshop on the Foundations of Machine Learning & Applications from August 28 to September 5, 2021.
Indian Institute of Technology Mandi is an autonomous engineering and technology university located in Mandi, Himachal Pradesh. IIT Mandi’s permanent campus is fully functional at Kamand and Salgi Mandi. Timothy A. Gonsalves was the first Director of IIT Mandi and R. C. Sawhney served as the first Registrar.
This 4-days weekend workshop is organized by IIT Mandi iHub and HCI Foundation and IIT Mandi. The workshop targets motivated executives and working professionals willing to work in the area of AI/ ML. Extensive theory sessions, lab sessions are planned with an assessment at the end of the workshop on the basis of which certificates will be provided.
During lab sessions, support will be provided by specifically trained teaching assistants (Ph.D. students). This workshop mainly targets software engineers and executives. However, final year undergraduates/ masters/ Ph.D. level and faculty members may also find it very beneficial. A basic minimum in Linear Algebra, Python, Machine Learning, and Probability Theory is expected as a prerequisite for better understanding. However, the major foundational concepts will be covered by the expert speakers.
- Probability and Statistics
- Linear Algebra and Information Measures
- Optimization and Algorithms
- Basics of Machine Learning
- CNN and Autoencoders
- Adversarial Machine Learning
- Lab Sessions on FC, CNN, AE, and GAN
|Early Registration||Late Registration|
|Regular Students||INR 4500 + GST||INR 5000 + GST|
|Faculty Member||INR 6000 + GST||INR 7000 + GST|
|Industry Participants||INR 7000 + GST||INR 8000 + GST|
|International Participants||USD 130*||USD 160*|
GST is 18%, * inclusive GST.
Please pay the applicable registration fee through bank transfer using the account details given below: NAME OF THE ACCOUNT HOLDER: IIT Mandi iHub and HCI Foundation; BANK ACCOUNT NUMBER: 39786879702; BANK NAME: State Bank of India (SBI); BRANCH NAME WITH ADDRESS: SBI, IIT Kamand, Mandi (H.P.) 175005; IFS CODE OF THE BRANCH: SBIN0013711; MICR CODE OF THE BANK: 175002103; SWIFT CODE: SBININBB288.
To register for the workshop, click here. The last date for early bird registration is August 13, 2021.
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