ARTPARK @ IISc Funded
AI-MPOWER
EMPOWERING EDUCATORS FOR THE DATA-DRIVEN FUTURE
(85 Users)
AI-Mpower Program is supported by ARTPARK, offered by the Department of Computational and Data Sciences, IISc Bangalore, in association with ZenteiQ.
Are you a faculty member or a research scholar in Computer Science, Mathematics, ECE, EE, or related fields? This initiative is tailor-made for you. It seeks to fortify faculty and research scholars from Indian Science and Engineering colleges by equipping them with the requisite knowledge, skills, and tools to effortlessly incorporate AI and ML into their curriculum.
ARTPARK is generously funding 100 fellowships for this initiative. Awardees will enjoy the benefits of free accommodation and a complete waiver of the program fee. Click here to apply for ARTPARK fellowship
What our learners say about the course
Resource Faculties
Dept. Computer Science and Automation,
IISc, Bangalore
IISc, Bangalore
IISc, Bangalore
Important Dates:
- ARTPARK fellowship application deadline: 7 Oct 2023
- ARTPARK fellowship awardees announcement: 8 Oct 2023
- Program orientation (online): 1 Nov 2023
- IISc visit, in-person training session: 6-8 Nov 2023
- Weekend online sessions: 18 Nov, 25 Nov, 2 Dec, and 9 Dec 2023
ARTPARK Fellowship:
- Faculty members working in Indian universities, deemed universities, autonomous colleges, and affiliated colleges in India can apply
- Selection prioritizes demographic, geographic, and gender diversity
- Click here to apply for ARTPARK fellowship
Registration Fees:
Registration Fees Include:
- Accommodation for two nights (twin-sharing basis)
- Daily luncheons and coffee breaks spanning three days
- Certificate upon successful program completion.
Eligibility Criteria
Experience in teaching at higher education institutes.
Commitment to actively engage in all aspects of the program.
Willingness to implement the learned techniques in their respective institutions.
Program Overview
Program Details
Fellowships
Additional Benefits
Topics Covered
Introduction to
Artificial Intelligence
Problem Solving
Intelligent Agents
Search Algorithms
Knowledge Representation
Machine Learning Fundamentals
Machine Learning
& Data Mining
Principles of Machine Learning
Supervised Learning Algorithms
Unsupervised Learning Algorithms
Data Preprocessing
Feature Selection
Evaluation of Machine Learning Models
Data Science &
Big Data Analytics
Data Science Tools and Techniques
Data Visualization
Data Wrangling
Statistical Analysis
Predictive Modeling
Big Data Analytics Platforms
Natural Language
Processing (NLP)
Natural Language Processing (NLP)
Text Processing
Sentiment Analysis
Language Modeling
Machine Translation
Computer Vision &
Image Processing
Computer Vision Fundamentals
Image Processing
Image Recognition
Object Detection
Image Segmentation
Applications in Robotics, Healthcare, and Autonomous Vehicles
Reinforcement
Learning
Reinforcement Learning (RL)
RL Algorithms
Markov Decision Processes (MDPs)
Applications in Robotics, Game Playing and Optimization