Foundations

Deep Learning

Neural networks, CNNs, RNNs, transformers, diffusion models and training techniques

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lessons
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Neural Network Basics
beginner
Implement a 2-layer net in NumPy and PyTorch
CNN Architectures
intermediate
Build a CNN image classifier in PyTorch
Sequence Models
intermediate
Implement an LSTM text generator
Generative Models
advanced
Train a GAN on image data
Training at Scale
advanced
Use FP16/BF16 mixed precision training
Build End to End Machine Learning Project | DataHour by Bharat Sharma
Deep Learning
Build End to End Machine Learning Project | DataHour by Bharat Sharma
Analytics Vidhya Intermediate 3y ago
Neural Networks 101: Practical Hands-on Session | Beginner Level | DataHour by Prashant Sahu
Deep Learning ⚡ AI Lesson
Neural Networks 101: Practical Hands-on Session | Beginner Level | DataHour by Prashant Sahu
Analytics Vidhya Intermediate 3y ago
How Batch Normalization works to solve Internal Covariate Shift
Deep Learning
How Batch Normalization works to solve Internal Covariate Shift
Developers Hutt Intermediate 3y ago
A Dive Into Multihead Attention, Self-Attention and Cross-Attention
Deep Learning
A Dive Into Multihead Attention, Self-Attention and Cross-Attention
Machine Learning Studio Intermediate 3y ago
Stanford CS330 I Unsupervised Pre-Training:Contrastive Learning l 2022 I Lecture 7
Deep Learning
Stanford CS330 I Unsupervised Pre-Training:Contrastive Learning l 2022 I Lecture 7
Stanford Online Intermediate 3y ago
Stanford CS330 Deep Multi-Task & Meta Learning - What is multi-task learning? I 2022 I Lecture 1
Deep Learning
Stanford CS330 Deep Multi-Task & Meta Learning - What is multi-task learning? I 2022 I Lecture 1
Stanford Online Intermediate 3y ago
Why use PyTorch modules when coding neural networks?
Deep Learning ⚡ AI Lesson
Why use PyTorch modules when coding neural networks?
CodeEmporium Intermediate 3y ago
PyTorch 2.0 Q&A: Dynamic Shapes and Calculating Maximum Batch Size
Deep Learning
PyTorch 2.0 Q&A: Dynamic Shapes and Calculating Maximum Batch Size
PyTorch Intermediate 3y ago
4.7.2: Beyond perceptrons: Convolutional Neural Network (CNNs) - Implementation with TensorFlow.js
Deep Learning
4.7.2: Beyond perceptrons: Convolutional Neural Network (CNNs) - Implementation with TensorFlow.js
Google for Developers Intermediate 3y ago
George Hotz | Programming | training imagenet with tinygrad! | $1499 buy comma.ai/shop/comma-three
Deep Learning ⚡ AI Lesson
George Hotz | Programming | training imagenet with tinygrad! | $1499 buy comma.ai/shop/comma-three
george hotz archive Intermediate 3y ago
Tesla Self Driving Simulator
Deep Learning
Tesla Self Driving Simulator
Siraj Raval Intermediate 3y ago
Creative AI - Using ML to Create Art, Music, and Jokes // Suyash Joshi // MLOps Meetup #113
Deep Learning
Creative AI - Using ML to Create Art, Music, and Jokes // Suyash Joshi // MLOps Meetup #113
MLOps.community Intermediate 3y ago
From Tensorflow to Pytorch?
Deep Learning
From Tensorflow to Pytorch?
Automata Learning Lab Intermediate 3y ago
Facial Landmark Detection | OpenCV | Python | Mediapipe
Deep Learning
Facial Landmark Detection | OpenCV | Python | Mediapipe
Learn With Jay Intermediate 3y ago
Faster Stable Diffusion Tensorflow-backend on Colab with Gradio Web UI
Deep Learning
Faster Stable Diffusion Tensorflow-backend on Colab with Gradio Web UI
1littlecoder Intermediate 3y ago
High school dropout to millionaire 💰
Deep Learning
High school dropout to millionaire 💰
Chase Chappell Intermediate 3y ago
Increasing the Impact of AI Through Better Software
Deep Learning ⚡ AI Lesson
Increasing the Impact of AI Through Better Software
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
Stable Diffusion: High-Resolution Image Synthesis with Latent Diffusion Models | ML Coding Series
Deep Learning
Stable Diffusion: High-Resolution Image Synthesis with Latent Diffusion Models | ML Coding Series
Aleksa Gordić - The AI Epiphany Intermediate 3y ago
Super resolution with UpscalerJS - Made with TensorFlow.js
Deep Learning ⚡ AI Lesson
Super resolution with UpscalerJS - Made with TensorFlow.js
TensorFlow Intermediate 3y ago
AlexNet and ImageNet Explained
Deep Learning
AlexNet and ImageNet Explained
James Briggs Intermediate 3y ago
Autoencoders that can dance with you - Made with TensorFlow.js
Deep Learning ⚡ AI Lesson
Autoencoders that can dance with you - Made with TensorFlow.js
TensorFlow Intermediate 3y ago
L3 : Classify structured data using Keras Preprocessing Layer
Deep Learning
L3 : Classify structured data using Keras Preprocessing Layer
ogsconnect Intermediate 3y ago
L2 : Classify structured data using Keras Preprocessing Layer
Deep Learning
L2 : Classify structured data using Keras Preprocessing Layer
ogsconnect Intermediate 3y ago
Conditional Ordinal Regression for Neural Networks (CORN) With Examples in PyTorch
Deep Learning
Conditional Ordinal Regression for Neural Networks (CORN) With Examples in PyTorch
Sebastian Raschka Intermediate 3y ago
Distributed ML training with PyTorch and Amazon SageMaker - AWS Virtual Workshop
Deep Learning
Distributed ML training with PyTorch and Amazon SageMaker - AWS Virtual Workshop
AWS Developers Intermediate 4y ago
Import, Train, and Optimize ONNX Models with NVIDIA TAO Toolkit
Deep Learning
Import, Train, and Optimize ONNX Models with NVIDIA TAO Toolkit
NVIDIA Developer Intermediate 4y ago
Deep Learning on AWS made simple - AWS Online Tech Talks
Deep Learning ⚡ AI Lesson
Deep Learning on AWS made simple - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Python + PyTorch + Pygame Reinforcement Learning – Train an AI to Play Snake
Deep Learning ⚡ AI Lesson
Python + PyTorch + Pygame Reinforcement Learning – Train an AI to Play Snake
freeCodeCamp.org Intermediate 4y ago
What is Transfer Learning? | With code in Keras
Deep Learning
What is Transfer Learning? | With code in Keras
AssemblyAI Intermediate 4y ago
Low Light Image Enhancement in Python & Keras | Pixel-like NightMode using Deep Learning - Tutorial
Deep Learning
Low Light Image Enhancement in Python & Keras | Pixel-like NightMode using Deep Learning - Tutorial
1littlecoder Intermediate 4y ago
Automating VS Code Snippets with Python
Deep Learning
Automating VS Code Snippets with Python
Automata Learning Lab Intermediate 4y ago
OUTGROWING NUMPY | DOUGAL MACLAURIN
Deep Learning
OUTGROWING NUMPY | DOUGAL MACLAURIN
PyTorch Intermediate 4y ago
JAX Course - 2. Working with Neural Networks in JAX
Deep Learning ⚡ AI Lesson
JAX Course - 2. Working with Neural Networks in JAX
Weights & Biases Intermediate 4y ago
Bring your own custom models and containers with Amazon Sagemaker
Deep Learning
Bring your own custom models and containers with Amazon Sagemaker
My experiences on the IT "Battlefield" Intermediate 4y ago
Data processing for Question Answering
Deep Learning
Data processing for Question Answering
HuggingFace Intermediate 4y ago
Data processing for Token Classification
Deep Learning
Data processing for Token Classification
HuggingFace Intermediate 4y ago
Batch normalization | What it is and how to implement it
Deep Learning ⚡ AI Lesson
Batch normalization | What it is and how to implement it
AssemblyAI Intermediate 4y ago
Best of Pandas & The Power of Simple Models | DataHour by Vasudev Gupta
Deep Learning ⚡ AI Lesson
Best of Pandas & The Power of Simple Models | DataHour by Vasudev Gupta
Analytics Vidhya Intermediate 3y ago
Implementing a Neural Network using Pytorch | DataHour by Shanup Peer
Deep Learning ⚡ AI Lesson
Implementing a Neural Network using Pytorch | DataHour by Shanup Peer
Analytics Vidhya Intermediate 3y ago
Building Deep Learning Models for Sentiment Analysis | DataHour by Prashant Sahu
Deep Learning
Building Deep Learning Models for Sentiment Analysis | DataHour by Prashant Sahu
Analytics Vidhya Intermediate 3y ago
Need for Self Supervised Learning (SSL) | Moving Beyond Labeled Data | Practice as SAP | DataHour
Deep Learning
Need for Self Supervised Learning (SSL) | Moving Beyond Labeled Data | Practice as SAP | DataHour
Analytics Vidhya Intermediate 3y ago
Classify structured data using Keras Preprocessing Layer
Deep Learning
Classify structured data using Keras Preprocessing Layer
ogsconnect Intermediate 3y ago
Transfer learning in JavaScript with TensorFlow.js
Deep Learning ⚡ AI Lesson
Transfer learning in JavaScript with TensorFlow.js
TensorFlow Intermediate 4y ago
Predicting video sequence from reversed input frames
Deep Learning
Predicting video sequence from reversed input frames
ogsconnect Intermediate 4y ago
Using Autoencoder to replace missing pixel patches in images
Deep Learning
Using Autoencoder to replace missing pixel patches in images
ogsconnect Intermediate 4y ago
Google's Machine Learning Virtual Community Day livestream
Deep Learning ⚡ AI Lesson
Google's Machine Learning Virtual Community Day livestream
TensorFlow Intermediate 4y ago
The Push to Hub API (TensorFlow)
Deep Learning ⚡ AI Lesson
The Push to Hub API (TensorFlow)
HuggingFace Intermediate 4y ago
The Push to Hub API (PyTorch)
Deep Learning
The Push to Hub API (PyTorch)
HuggingFace Intermediate 4y ago
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ML Pipelines on Google Cloud en Español
📚 External: Coursera ↗
Self-paced
ML Pipelines on Google Cloud en Español
Opens on Coursera ↗
Generative AI and Large Language Models
📚 External: Coursera ↗
Self-paced
Generative AI and Large Language Models
Opens on Coursera ↗
Image Classification with Keras: Build & Optimize
📚 External: Coursera ↗
Self-paced
Image Classification with Keras: Build & Optimize
Opens on Coursera ↗
Deep Learning with PyTorch : Generative Adversarial Network
📚 External: Coursera ↗
Self-paced
Deep Learning with PyTorch : Generative Adversarial Network
Opens on Coursera ↗
Custom Models, Layers, and Loss Functions with TensorFlow
📚 External: Coursera ↗
Self-paced
Custom Models, Layers, and Loss Functions with TensorFlow
Opens on Coursera ↗
Generative Deep Learning with TensorFlow
📚 External: Coursera ↗
Self-paced
Generative Deep Learning with TensorFlow
Opens on Coursera ↗