Keeping this change of trend in consideration, we have initiated the Skill Trends- the workshop series focusing to conduct workshops on technologies need by the Fourth Industrial Revolution (4IR).
The workshops focus on uplifting the knowledge of students, faculty and professionals according to the current trends and emerging need technology in the market.
Here comes our 2nd workshop of the series in association with LeadingIndia.ai.
2 days’ workshop on deep learning
Dr.Sridhar Swaminathan, Project Manager for the Leading India AI Initiative and NVIDIA DLI Ambassador. Under the leadingindia ai initiative, he has conducted more than 50 workshops on AI and Deep Learning. Formerly, he worked as a Post-Doctoral Fellow in Bennett University and worked as a Research officer in the Multimedia University Malaysia. His research interests are on Computer Vision, Deep Learning and Natural language Processing.
Registration : 8.00-9.00
Session 1 : Foundations and Terminology of Deep Learning
Session 2 : Machine Learning Basics -Linear Regression, Logistic Regression Gradient Descent
Hands-on: Basic Python Programming lab
Session 3 : Designing & Optimizing Neural Network Model-Building Deep Models and Hyperparameter Tuning
Session 4 : Deep Learning HacksSystem/project level tricks and regularization strategies
Hands-on: Deep learning basic, ANN with MNIST Dataset
Session 1 : Convolutional Neural Network-Computer Vision with CNNs
Hands-on: Deep learning for Computer Vision with Intelligent character recognition
Session 2 : Recurrent Neural Network-Sequence Modelling with RNNs, generative modelling in Deep Learning
Hands-on: Deep Learning for NLP using IMDB dataset
Session 3 : Advanced Learning Topics,Hands-On Labs
Session 4 : Assessment
Registration will be on first-cum first-serve basis
* Group Registration ( minimun 5 members) can be done with 20 % discount
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