Neural Networks Workshop 2024

ORGANISED BY
TOP ENGINEERS – INDIA IN ASSOCIATION WITH MECHANICA’23 IIT-MADRAS

(A MIT- ANNA UNIVERSITY ALUMNI START UP)
{INDIA’S LEADING EDUCATIONAL SERVICE CONDUCTING FIRM}
[STUDENTS TECHNICAL WORKSHOPS TRUST SINCE 2013]

Neural Networks Workshop 2024

Introduction to Neural Networks
- What are neural networks?
- History and evolution of neural networks.
- Basic components of neural networks: neurons, layers, and weights.
Building Blocks of Neural Networks
- Activation functions and their importance.
- Loss functions for different tasks (e.g., regression, classification). - Gradient descent and backpropagation for model training.
Hands-On Session 1
- Setting up a neural network environment (e.g., Python, TensorFlow, or PyTorch). - Building a simple feedforward neural network.
- Training a neural network on a sample dataset.
Advanced Neural Network Architectures
- Convolutional Neural Networks (CNNs) for image data.
- Recurrent Neural Networks (RNNs) for sequential data.
- Introduction to deep learning architectures (e.g., ResNet, LSTM).
Hands-On Session 2
- Implementing a CNN for image classification.
- Implementing an RNN for sequence prediction.
- Evaluating model performance and tuning hyperparameters.
Practical Applications of Neural Networks
- Real-world applications across industries (e.g., healthcare).
- Ethical considerations and challenges in neural network applications.
**NOTE: LAPTOP IS MANDATORY, SINCE HANDS-ON SESSIONS NEEDS PROGRAMMING

26.1.24

REGISTRATION FEES

CERTIFICATE FROM TOP ENGINEERS IN ASSOCIATION WITH MECHANICA’23 IIT-MADRAS WITH ISO CERTIFIED NUMBER AND HOLOGRAM STICKER WILL BE PROVIDED BY THE END OF THE WORKSHOP WHICH WILL ADD VALUE DURING PLACEMENTS.

INR 999/- PER PERSON (INDIA) (Including GST, NOTE PAD, PEN, CERTIFICATE, MORNING TEA AND LUNCH - ONLY VEG)
$100 USD ( FOR OTHER COUNTRIES)
GROUP DISCOUNT OFFER
Group of 5 & above will get 5% Discount
Group of 10 & above will get 10% Discount
HIGHLIGHTS
Students who attend any three TOP ENGINEERS workshop can attend the fourth workshop free of cost .
Hurry up and register yourself


REGISTRATION WILL BE CLOSED EITHER WHEN ALL SEATS ARE FILLED OR TWO DAYS PRIOR TO THE EVENT.
WE KINDLY URGE YOU NOT TO WAIT UNTIL THE LAST MOMENT AND KINDLY REQUEST YOU TO BOOK YOUR SEATS SOON TO AVOID DISAPPOINTMENT!

IIT MADRAS RESEARCH PARK
No.32, Kanagam Rd, KanagamPeriyar Nagar, Taramani, Chennai, Tamil Nadu 600113.
(IITM Research park is only a venue and the event is organized by TOPENGINEERS only)

Google Map link: https://goo.gl/maps/aEvup6M9nE7W739A7

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