The programme is open to the faculty of engineering colleges, degree colleges, MCA colleges and other allied disciplines in India.
• Introduction to Artificial Intelligence,
Machine Learning, Deep Learning
and Representation Learning
• Machine Learning Applications
• Feature Representations
• Ensemble Methods
• Machine Learning Basics – Linear Regression,
Perceptron’s, Multilayer Perceptron’s,
Stochastic Gradient Descent, Backpropagation
• Python Programming
• Decision Trees, Naïve Bayesian Classification,
KNN
• Unsupervised methods, K-means clustering
• Support Vector Machines
• Dimensionality Reduction (PCA)
• Optimization Methods
• Metaheuristics Methods
• Medical data classification and ECG and
EEG data classification.
Segmentation
• Brain Image Analysis, Neuroimaging,
Xray Imaging
• Autoencoders for Computer Vision
Applications
• Computer Vision Applications:
Image Classification, Object Recognition
and detection
• Current Research –
Latest Architectures, Applications
Faculty and Research Scholars | Rs. 750/- |
Industry Participants | Rs. 2250/- |
Participants are required to fill the online registration form by clicking on the following link:
Registration Link:
https://forms.gle/mU8opVbtn8uxNoGx9
Dr. Ujwalla Gawande
Department of Information Technology
Yeshwantrao Chavan College of Engineering,
Hingna Road, Wanadongri,
Nagpur, Maharashtra, INDIA- 441110
Dr. Ujwalla Gawande
Mobile: +91 9822909287
Email: ujwallgawande@yahoo.co.in
Registration Link:
https://forms.gle/mU8opVbtn8uxNoGx9