ACM India Bootcamp on AI Development Lifecycle
April 18, 2025
ACM India Bootcamp on AI Development Lifecycle
ACM India, in partnership with IBM Research India and International Institute of Information Technology, Bangalore , is conducting a hands-on Bootcamp on end-to-end AI lifecycle in May 2025.
The 3-day program is geared towards industry professionals and senior researchers to get a deep perspective of different aspects of the AI lifecycle (like data lifecycle and model lifecycle). Subject matter experts of international repute will conduct their sessions and combine it with several hands-on exercises.
Please register your names and make the respective payment to attend this bootcamp. All attendees will get a Certificate of Participation.
Bootcamp Theme: AI Development Lifecycle
Dates: Afternoon of Thu, May 22 to Forenoon of Sun, May 25, 2025
Venue: IIIT-Bangalore campus, Hosur Road, Electronics City, Bengaluru 560100
To Register:
Registration details as given below (with a special concession for ACM members and bulk bookings from Corporates/Academia). The registration fee covers the sessions, lunch on all 4 days, 1 banquet dinner and tea/snacks twice a day.
- 1 Person - Rs. 10,000/- + GST @ 18% (in.explara.com/e/bootcamp-at-iiit-bangalore)
- 1 Person – (for ACM members ONLY) - 10% discount on registration fee (in.explara.com/e/bootcamp-at-iiit-bangalore)
- 2 Persons registering together from the same organization - 10% discount on the registration fee. Contact [email protected]
- 3 Persons registering together from the same organization - 15% discount on the registration fee. Contact [email protected]
- 4 Persons and above registering from the same organization - 25% discount on registration fee. Contact [email protected]
- Only one of the above discounts would apply, eg: 2 persons registering together being ACM members will not get a (10+10 = 20%) discount.
- All the above discounts will apply on a First Come basis till seats are available.
- Cancellations are allowed up to 3 days before the event with a 50% refund (except GST). In case of part cancellation of group booking, if the total number of participants slides down to a different slab, the discount of that slab would apply while computing the refund.
About the Bootcamp on AI Development Lifecycle
This bootcamp offers a practical, hands-on journey covering the complete AI lifecycle—from data collection and preprocessing to model development, deployment, and monitoring. The bootcamp has been specifically designed for aspiring AI professionals to bridge the gap between theory and real-world applications, empowering participants to build and manage AI systems at scale.
Key objectives of the bootcamp are: Understand different phases of the AI/ML lifecycle, Collect, clean, and prepare data for modeling, Train (pre-train/fine-tune) and evaluate (using appropriate metrics and validation techniques) machine learning models, Build applications using AI models for real-world use-cases and learn aspects of Trust in AI adoption (like safety, reliability and transparency).
Program Schedule
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Day 1 - Thu, 22-May-2025 |
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Time |
Topic |
Speaker |
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14:00 - 14:15 |
Welcome and Introduction to the Bootcamp |
Meenakshi D’Souza, Sameep Mehta |
|
14:15 - 15:30 |
Data Lifecycle |
Parameswaran Selvam, Shanmukha Guttula |
|
15:30 - 16:00 |
BREAK |
|
|
16:00 - 17:30 |
Data Lifecycle |
Parameswaran Selvam, Shanmukha Guttula |
|
Day 2 - Fri, 23-May-2025 |
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|
Time |
Topic |
Speaker |
|
09:30 - 10:30 |
Model Training |
Dinesh Garg, Saswati Dana, Udit Sharma, Arnab Mondal |
|
10:30 - 11:00 |
BREAK |
|
|
11:00 - 12:30 |
Model Training |
Dinesh Garg & team |
|
12:30 - 14:00 |
LUNCH |
|
|
14:00 - 15:30 |
AI in development and impact on software development |
Vivek Adholia, |
|
15:30 - 16:00 |
BREAK |
|
|
16:00 - 17:30 |
Driving innovation and business outcome |
Vivek Adholia, |
|
19:00 – 22:00 |
BANQUET Dinner |
|
|
Day 3 - Sat, 24-May-2025 |
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|
Time |
Topic |
Speaker |
|
09:00 - 10:30 |
Model Fine-tuning |
Padmanabha Venkatagiri Seshadri |
|
10:30 - 11:00 |
BREAK |
|
|
11:00 - 12:30 |
Model Fine-tuning |
Padmanabha Venkatagiri Seshadri |
|
12:30 - 14:00 |
LUNCH |
|
|
14:00 - 15:30 |
Building an Information Retrieval System |
Rudra Murthy V |
|
15:30 - 16:00 |
BREAK |
|
|
16:00 - 17:30 |
Building an Information Retrieval System |
Rudra Murthy V |
|
Day 4 - Sun, 25-May-2025 |
||
|
Time |
Topic |
Speaker |
|
09:00 - 10:30 |
AI for Social Good and Responsible AI |
Mayank Vatsa |
|
10:30 - 11:00 |
BREAK |
|
|
11:00 - 12:30 |
Prompt Engineering Techniques |
Raghuram Bharadwaj |
|
12:30 onwards |
LUNCH & Wrap up |
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