Deep Learning Workshop 2024

Deep Learning Workshop 2024

Deep Learning Workshop 2024

Understanding Deep Learning
- What is Deep Learning?
- Neural Networks: Building blocks of Deep Learning. - Practical applications of Deep Learning.
Deep Dive into Advanced Neural Networks
- Recap of Neural Networks fundamentals.
- Introduction to advanced network architectures: CNNs, RNNs, and LSTMs. - Understanding model capacity and overfitting.
Optimizing Deep Learning Models
- Advanced optimization techniques.
- Regularization methods: L1, L2, dropout.
- Hyperparameter tuning strategies.
- Practical: Tuning and optimizing a deep learning model.
Transfer Learning and Pre-trained Models
- Understanding transfer learning.
- Leveraging pre-trained models (e.g., VGG, ResNet, BERT). - Fine-tuning for specific tasks.
- Hands-on: Fine-tuning a pre-trained model.
Advanced Applications of Deep Learning
- Natural Language Processing (NLP) with deep learning.
- Computer Vision applications.
- Recent advancements in deep learning (e.g., GANs, Transformers). - Real-world use cases and success stories.
**NOTE: LAPTOP IS MANDATORY, SINCE HANDS-ON SESSIONS NEEDS PROGRAMMING

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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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