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Indian Institute of Technology (IIT), Bombay

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Deep Learning Workshop

Master the fundamentals of Deep Learning and gain practical experience in building and training neural networks for real-world applications. Register for the Workshop at: https://techfest.org/workshops/deep-learning Guidelines: Eligibility: Participants will have to register individually for the workshop Payment Instructions: While paying the fees, please login with the same credentials with which you had registered on the Techfest Website. Please enter the data correctly for us to process your payment information correctly. Prerequisites: A laptop/PC with 4GB RAM, configuration Internet Connectivity, Notepad & Pen. Certificate Criterion: Participants should be present in all the sessions. Failing this, no certificate will be awarded. Certificate of Training from Techfest, IIT Bombay will be given to all participants **Limited number of seats Venue IIT Bombay Campus Topics Introduction to Deep Learning Neural Networks: Neurons, Weights, Biases & Activation Functions Tensors and PyTorch Fundamentals Forward Propagation, Backpropagation & Gradient Descent Loss Functions, Optimizers & Learning Rates CNNs: Convolution, Pooling & Feature Extraction Computer Vision & Image Classification RNNs, LSTMs & GRUs Attention & Transformer Architectures Autoencoders & Generative Deep Learning Representation & Self-Supervised Learning Graph Ne…

Registration closes
06 Dec 202640 days left
Entry
Free

About the event

Master the fundamentals of Deep Learning and gain practical experience in building and training neural networks for real-world applications. Register for the Workshop at: https://techfest.org/workshops/deep-learning Guidelines: Eligibility: Participants will have to register individually for the workshop Payment Instructions: While paying the fees, please login with the same credentials with which you had registered on the Techfest Website. Please enter the data correctly for us to process your payment information correctly. Prerequisites: A laptop/PC with 4GB RAM, configuration Internet Connectivity, Notepad & Pen. Certificate Criterion: Participants should be present in all the sessions. Failing this, no certificate will be awarded. Certificate of Training from Techfest, IIT Bombay will be given to all participants **Limited number of seats Venue IIT Bombay Campus Topics Introduction to Deep Learning Neural Networks: Neurons, Weights, Biases & Activation Functions Tensors and PyTorch Fundamentals Forward Propagation, Backpropagation & Gradient Descent Loss Functions, Optimizers & Learning Rates CNNs: Convolution, Pooling & Feature Extraction Computer Vision & Image Classification RNNs, LSTMs & GRUs Attention & Transformer Architectures Autoencoders & Generative Deep Learning Representation & Self-Supervised Learning Graph Ne…

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Timeline

  1. Registration closes

    Sun, 06 December 2026

    40 days left

  2. Event begins

    Sun, 06 December 2026

  3. Event ends

    Sun, 06 December 2026

Who can attend

Open to

Not specified by the organizer.

Organizer

Indian Institute of Technology (IIT), Bombay

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