LauzHack
LauzHack
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BERT, Knowledge Distillation, GPT and LLMs
In 2024, LauzHack organized its first bootcamp on deep learning.
Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/
Recording links:
Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html
Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html
Day2-Part1: Fully-Connected and Convolutional Neural Networks, ResNet czcams.com/video/3EDUGwWxZFw/video.html
Day2-Part2: Recurrent Neural Networks, Normalization Techniques czcams.com/video/1X_hZjJ95kc/video.html
Day3-Part1: Transformer and Attention Mechanism czcams.com/video/SleVoySdPoA/video.html
Day3-Part2: Improved Logging with WandB, R&D Coding Techniques czcams.com/video/sEA-Js5ZHxU/video.html
Day4-Part1: Introduction to Deep Learning in Audio and Tasks Overview czcams.com/video/YuImUy6vPFs/video.html
Day4-Part2: Voice Deepfake Detection and Graph Neural Networks czcams.com/video/oim5h1_4T5I/video.html
Day5-Part1: Classic CV methods, Image Recognition, and Object Detection czcams.com/video/bMZsx7wl9fM/video.html
Day5-Part2: Object Detection and Image Segmentation czcams.com/video/oR6yMQ-1r7A/video.html
Day6-Part1: Efficient Single-GPU Training and Distributed Deep Learning czcams.com/video/p234xhpmzqw/video.html
Day6-Part2: On-Device Learning, Domain Adaptation, and Continuous Learning czcams.com/video/vNTPCQnejHI/video.html
Day7-Part1: Introduction to NLP: Tokenization, Embeddings, CBOW, BERT czcams.com/video/C5Hac9nz5Hs/video.html
Day7-Part2: BERT, Knowledge Distillation, GPT and LLMs czcams.com/video/wCWxyrm0Mg8/video.html
Day8-Part2: Explainable AI (Intrinsic, In-Hoc, Post-Hoc Methods), Multi-Modal czcams.com/video/eVs008-lkLM/video.html
Day8-Part3: Multi-Modal Networks, Flamingo, CLIP, 3D CV czcams.com/video/E6NpC4WuGdA/video.html
Day9: Fine-Tuning, Transfer Learning, Hugging Face czcams.com/video/wfwzoFlAbuw/video.html
zhlédnutí: 41

Video

Introduction to NLP: Tokenization, Embeddings, CBOW, BERT1:46:26Introduction to NLP: Tokenization, Embeddings, CBOW, BERT
Introduction to NLP: Tokenization, Embeddings, CBOW, BERT
zhlédnutí 50Před měsícem
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Fine-Tuning, Transfer Learning, Hugging Face1:10:05Fine-Tuning, Transfer Learning, Hugging Face
Fine-Tuning, Transfer Learning, Hugging Face
zhlédnutí 77Před měsícem
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Explainable AI (Intrinsic, In-Hoc, Post-Hoc Methods), Multi-Modal54:33Explainable AI (Intrinsic, In-Hoc, Post-Hoc Methods), Multi-Modal
Explainable AI (Intrinsic, In-Hoc, Post-Hoc Methods), Multi-Modal
zhlédnutí 54Před měsícem
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Multi-Modal Networks, Flamingo, CLIP, 3D CV1:34:18Multi-Modal Networks, Flamingo, CLIP, 3D CV
Multi-Modal Networks, Flamingo, CLIP, 3D CV
zhlédnutí 30Před měsícem
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Efficient Single-GPU Training and Distributed Deep Learning1:39:55Efficient Single-GPU Training and Distributed Deep Learning
Efficient Single-GPU Training and Distributed Deep Learning
zhlédnutí 34Před měsícem
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
On-Device Learning, Domain Adaptation, and Continuous Learning1:27:07On-Device Learning, Domain Adaptation, and Continuous Learning
On-Device Learning, Domain Adaptation, and Continuous Learning
zhlédnutí 37Před měsícem
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Object Detection and Image Segmentation1:20:05Object Detection and Image Segmentation
Object Detection and Image Segmentation
zhlédnutí 68Před měsícem
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Classic CV methods, Image Recognition, and Object Detection1:40:41Classic CV methods, Image Recognition, and Object Detection
Classic CV methods, Image Recognition, and Object Detection
zhlédnutí 39Před měsícem
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Voice Deepfake Detection and Graph Neural Networks1:59:57Voice Deepfake Detection and Graph Neural Networks
Voice Deepfake Detection and Graph Neural Networks
zhlédnutí 135Před měsícem
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Introduction to Deep Learning in Audio and Tasks Overview1:55:40Introduction to Deep Learning in Audio and Tasks Overview
Introduction to Deep Learning in Audio and Tasks Overview
zhlédnutí 62Před měsícem
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Improved Logging with WandB, R&D Coding Techniques1:56:21Improved Logging with WandB, R&D Coding Techniques
Improved Logging with WandB, R&D Coding Techniques
zhlédnutí 76Před 2 měsíci
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Recurrent Neural Networks, Normalization Techniques1:44:29Recurrent Neural Networks, Normalization Techniques
Recurrent Neural Networks, Normalization Techniques
zhlédnutí 62Před 2 měsíci
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Improving Python and Git Workflow1:48:17Improving Python and Git Workflow
Improving Python and Git Workflow
zhlédnutí 110Před 2 měsíci
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Fully-Connected and Convolutional Neural Networks, ResNet2:01:33Fully-Connected and Convolutional Neural Networks, ResNet
Fully-Connected and Convolutional Neural Networks, ResNet
zhlédnutí 130Před 2 měsíci
In 2024, LauzHack organized its first bootcamp on deep learning. Syllabus, slides, and Jupyter notebooks can be found on GitHub: github.com/LauzHack/deep-learning-bootcamp/ Recording links: Day1-Part1: Introduction to Python, Training, Optimizers, Learning Rate czcams.com/video/qtY6RTqKOsE/video.html Day1-Part2: Improving Python and Git Workflow: czcams.com/video/okxaTuBdDuY/video.html Day2-Par...
Introduction to PyTorch, Training, Optimizers, Learning Rate2:01:01Introduction to PyTorch, Training, Optimizers, Learning Rate
Introduction to PyTorch, Training, Optimizers, Learning Rate
zhlédnutí 246Před 2 měsíci
Introduction to PyTorch, Training, Optimizers, Learning Rate
Transformer and Attention Mechanism1:56:32Transformer and Attention Mechanism
Transformer and Attention Mechanism
zhlédnutí 93Před 2 měsíci
Transformer and Attention Mechanism
DL Bootcamp (2024) - Introduction4:54DL Bootcamp (2024) - Introduction
DL Bootcamp (2024) - Introduction
zhlédnutí 134Před 2 měsíci
DL Bootcamp (2024) - Introduction
Intro to the Julia Programming Language1:12:43Intro to the Julia Programming Language
Intro to the Julia Programming Language
zhlédnutí 1,4KPřed 3 měsíci
Intro to the Julia Programming Language
5G and Software Radio Networks with srsRAN1:10:065G and Software Radio Networks with srsRAN
5G and Software Radio Networks with srsRAN
zhlédnutí 265Před 3 měsíci
5G and Software Radio Networks with srsRAN
Code to Production in Minutes with Windmill58:34Code to Production in Minutes with Windmill
Code to Production in Minutes with Windmill
zhlédnutí 49Před 3 měsíci
Code to Production in Minutes with Windmill
Intro to RAG with LlamaIndex1:10:34Intro to RAG with LlamaIndex
Intro to RAG with LlamaIndex
zhlédnutí 202Před 4 měsíci
Intro to RAG with LlamaIndex
Intro to Blockchain and Solidity1:28:11Intro to Blockchain and Solidity
Intro to Blockchain and Solidity
zhlédnutí 30Před 4 měsíci
Intro to Blockchain and Solidity
LauzHack 2020 Opening16:35LauzHack 2020 Opening
LauzHack 2020 Opening
zhlédnutí 244Před 3 lety
LauzHack 2020 Opening
LauzHack President for the Closing of #LauzHackAgainstCOVID190:38LauzHack President for the Closing of #LauzHackAgainstCOVID19
LauzHack President for the Closing of #LauzHackAgainstCOVID19
zhlédnutí 107Před 4 lety
LauzHack President for the Closing of #LauzHackAgainstCOVID19
MAKE projects for your ideas2:59MAKE projects for your ideas
MAKE projects for your ideas
zhlédnutí 72Před 4 lety
MAKE projects for your ideas
Learn how to prototype interactive apps using FluidUI1:03:38Learn how to prototype interactive apps using FluidUI
Learn how to prototype interactive apps using FluidUI
zhlédnutí 3,5KPřed 4 lety
Learn how to prototype interactive apps using FluidUI
Post-hackathon opportunities9:01Post-hackathon opportunities
Post-hackathon opportunities
zhlédnutí 58Před 4 lety
Post-hackathon opportunities
EPFL President for Opening of #LauzHackAgainstCOVID190:29EPFL President for Opening of #LauzHackAgainstCOVID19
EPFL President for Opening of #LauzHackAgainstCOVID19
zhlédnutí 596Před 4 lety
EPFL President for Opening of #LauzHackAgainstCOVID19
EPFL Vice-President for Opening of #LauzHackAgainstCOVID191:26EPFL Vice-President for Opening of #LauzHackAgainstCOVID19
EPFL Vice-President for Opening of #LauzHackAgainstCOVID19
zhlédnutí 264Před 4 lety
EPFL Vice-President for Opening of #LauzHackAgainstCOVID19

Komentáře

  • @aaronkaw4857
    @aaronkaw4857 Před měsícem

    This is now my new favourite "Introduction to Julia" presentation. Nice job!

  • @VictorVictory-te2ij
    @VictorVictory-te2ij Před měsícem

    Thank you so very much Sir for your training. Keep up the great sharing!

  • @PopCapMusicTrending
    @PopCapMusicTrending Před 2 lety

    :( We can't add pictures. We need to pay to use that feature. It's very useful but not really worth it for one-time use.

  • @singhgourav3012
    @singhgourav3012 Před 3 lety

    Ive some questions regarding fluid ui, can somebody help me out?? gouravsinghboss2000@gmail.com 😀

  • @singhgourav3012
    @singhgourav3012 Před 3 lety

    Thank you for this walkthrough, it was much needed😃

  • @audreyl7658
    @audreyl7658 Před 6 lety

    😍❤️