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📐 ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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Pillars 1 & 2: Are We Close to a Deal? Views from the Inclusive Framework Steering Group
ML Fundamentals
Pillars 1 & 2: Are We Close to a Deal? Views from the Inclusive Framework Steering Group
Saïd Business School, University of Oxford Intermediate 5y ago
Superpowers for next gen web apps: Machine learning
ML Fundamentals ⚡ AI Lesson
Superpowers for next gen web apps: Machine learning
Chrome for Developers Beginner 5y ago
Machine Learning 101 - Whiteboard Friday
ML Fundamentals
Machine Learning 101 - Whiteboard Friday
Moz Beginner 5y ago
Discover high-quality online degrees on Coursera that suit your lifestyle, schedule, and budget
ML Fundamentals
Discover high-quality online degrees on Coursera that suit your lifestyle, schedule, and budget
Coursera Beginner 5y ago
Transform Your Life and Impact the World With Courses on Coursera
ML Fundamentals
Transform Your Life and Impact the World With Courses on Coursera
Coursera Beginner 5y ago
Human-centric ML Infrastructure: A Netflix Original // Savin Goyal // MLOps Meetup #44
ML Fundamentals
Human-centric ML Infrastructure: A Netflix Original // Savin Goyal // MLOps Meetup #44
MLOps.community Beginner 5y ago
Best NLP competitions on Kaggle (to learn from)
ML Fundamentals
Best NLP competitions on Kaggle (to learn from)
Abhishek Thakur Beginner 5y ago
Michael Littman: Reinforcement Learning and the Future of AI | Lex Fridman Podcast #144
ML Fundamentals ⚡ AI Lesson
Michael Littman: Reinforcement Learning and the Future of AI | Lex Fridman Podcast #144
Lex Fridman Beginner 5y ago
Compete More Effectively on Kaggle using Weights & Biases
ML Fundamentals
Compete More Effectively on Kaggle using Weights & Biases
Weights & Biases Beginner 5y ago
I got a chance to try NVIDIA A100 GPU via qblocks.cloud
ML Fundamentals
I got a chance to try NVIDIA A100 GPU via qblocks.cloud
Abhishek Thakur Beginner 5y ago
TensorFlow.js Community "Show & Tell" #4
ML Fundamentals ⚡ AI Lesson
TensorFlow.js Community "Show & Tell" #4
TensorFlow Beginner 5y ago
Custom Handpose Gesture Detection with Tensorflow.Js and React.Js | Deep Learning Hand Tracking
ML Fundamentals
Custom Handpose Gesture Detection with Tensorflow.Js and React.Js | Deep Learning Hand Tracking
Nicholas Renotte Beginner 5y ago
W&B Deep Learning Salon
ML Fundamentals
W&B Deep Learning Salon
Weights & Biases Beginner 5y ago
PCA explained with intuition, a little math and code
ML Fundamentals ⚡ AI Lesson
PCA explained with intuition, a little math and code
AI Coffee Break with Letitia Beginner 5y ago
A Conversation with Seattle Data Guy // Benjamin Rogojan // MLOps Coffee Sessions #21
ML Fundamentals
A Conversation with Seattle Data Guy // Benjamin Rogojan // MLOps Coffee Sessions #21
MLOps.community Beginner 5y ago
Are Neural Networks Intelligent?
ML Fundamentals ⚡ AI Lesson
Are Neural Networks Intelligent?
CodeEmporium Beginner 5y ago
Overfitting, Underfitting And Data Leakage Explanation With Simple Example
ML Fundamentals
Overfitting, Underfitting And Data Leakage Explanation With Simple Example
Krish Naik Beginner 5y ago
Deepmind's Alphafold2 Solves Protein Structures (Part 2) #shorts
ML Fundamentals ⚡ AI Lesson
Deepmind's Alphafold2 Solves Protein Structures (Part 2) #shorts
Data Professor Beginner 5y ago
Christmas GiveAway Osmo Coding Starter Kit!!! Enter To Win!!! ***CLOSED***
ML Fundamentals
Christmas GiveAway Osmo Coding Starter Kit!!! Enter To Win!!! ***CLOSED***
NPStation Beginner 5y ago
Deepmind's Alphafold2 Solves Protein Structures (Part 1) #shorts
ML Fundamentals
Deepmind's Alphafold2 Solves Protein Structures (Part 1) #shorts
Data Professor Beginner 5y ago
Deep Learning’s Most Important Ideas | Machine Learning Monthly November 2020
ML Fundamentals
Deep Learning’s Most Important Ideas | Machine Learning Monthly November 2020
Daniel Bourke Beginner 5y ago
Intelligent AI Chatbot in Python
ML Fundamentals ⚡ AI Lesson
Intelligent AI Chatbot in Python
NeuralNine Intermediate 5y ago
Investing in Procurement Builds Resilience
ML Fundamentals
Investing in Procurement Builds Resilience
Saïd Business School, University of Oxford Beginner 5y ago
The opportunities with AI and machine learning
ML Fundamentals
The opportunities with AI and machine learning
Microsoft Research Beginner 5y ago
12.5 Extending Binary Metric to Multiclass Problems (L12 Model Eval 5: Performance Metrics)
ML Fundamentals
12.5 Extending Binary Metric to Multiclass Problems (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.4 Receiver Operating Characteristic (L12 Model Eval 5: Performance Metrics)
ML Fundamentals ⚡ AI Lesson
12.4 Receiver Operating Characteristic (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
Graph Convolutional Operators in the PyTorch JIT | PyTorch Developer Day 2020
ML Fundamentals
Graph Convolutional Operators in the PyTorch JIT | PyTorch Developer Day 2020
PyTorch Advanced 5y ago
Collaborative Filtering : Data Science Concepts
ML Fundamentals ⚡ AI Lesson
Collaborative Filtering : Data Science Concepts
ritvikmath Intermediate 5y ago
Recent Efforts Towards Efficient And Scalable Neural Waveform Coding
ML Fundamentals
Recent Efforts Towards Efficient And Scalable Neural Waveform Coding
Microsoft Research Beginner 5y ago
AlphaFold2 - Quick Thoughts on 3D Spatial Graphs and Graph Neural Networks
ML Fundamentals
AlphaFold2 - Quick Thoughts on 3D Spatial Graphs and Graph Neural Networks
Connor Shorten Beginner 5y ago
Manolis Kellis: Meaning of Life, the Universe, and Everything | Lex Fridman Podcast #142
ML Fundamentals ⚡ AI Lesson
Manolis Kellis: Meaning of Life, the Universe, and Everything | Lex Fridman Podcast #142
Lex Fridman Beginner 5y ago
NVAITC Webinar: Deploying Models with TensorRT
ML Fundamentals
NVAITC Webinar: Deploying Models with TensorRT
NVIDIA Developer Beginner 5y ago
NVAITC Webinar: Multi-GPU Training using Horovod
ML Fundamentals
NVAITC Webinar: Multi-GPU Training using Horovod
NVIDIA Developer Intermediate 5y ago
Soft Margin SVM : Data Science Concepts
ML Fundamentals
Soft Margin SVM : Data Science Concepts
ritvikmath Intermediate 5y ago
Big Data, Hadoop and Machine Learning Explained using Dams
ML Fundamentals ⚡ AI Lesson
Big Data, Hadoop and Machine Learning Explained using Dams
Imaad Mohamed Khan Beginner 5y ago
Predictive Coding Approximates Backprop along Arbitrary Computation Graphs (Paper Explained)
ML Fundamentals
Predictive Coding Approximates Backprop along Arbitrary Computation Graphs (Paper Explained)
Yannic Kilcher Beginner 5y ago
Talks # 16: Issam Laradji; Build Large-Scale ML Projects & Manage Thousands of Experiments
ML Fundamentals
Talks # 16: Issam Laradji; Build Large-Scale ML Projects & Manage Thousands of Experiments
Abhishek Thakur Intermediate 5y ago
Diganta Mishra on smooth activations, robustness, and catastrophic forgetting
ML Fundamentals
Diganta Mishra on smooth activations, robustness, and catastrophic forgetting
Weights & Biases Beginner 5y ago
Adrien Treuille — Building Blazingly Fast Tools That People Love
ML Fundamentals
Adrien Treuille — Building Blazingly Fast Tools That People Love
Weights & Biases Intermediate 5y ago
Ep#5 - The intersection between DataOps and privacy
ML Fundamentals
Ep#5 - The intersection between DataOps and privacy
MLOps.community Beginner 5y ago
12.3 Balanced Accuracy (L12 Model Eval 5: Performance Metrics)
ML Fundamentals
12.3 Balanced Accuracy (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.2 Precision, Recall, and F1 Score (L12 Model Eval 5: Performance Metrics)
ML Fundamentals
12.2 Precision, Recall, and F1 Score (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.1 Confusion Matrix (L12 Model Eval 5: Performance Metrics)
ML Fundamentals
12.1 Confusion Matrix (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.0 Lecture Overview (L12 Model Eval 5: Performance Metrics)
ML Fundamentals
12.0 Lecture Overview (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
Geometry-constrained Beamforming Network for end-to-end Farfield Sound Source Separation
ML Fundamentals ⚡ AI Lesson
Geometry-constrained Beamforming Network for end-to-end Farfield Sound Source Separation
Microsoft Research Advanced 5y ago
NVAITC Webinar: Automatic Mixed Precision Training in PyTorch
ML Fundamentals
NVAITC Webinar: Automatic Mixed Precision Training in PyTorch
NVIDIA Developer Beginner 5y ago
NVAITC Webinar: Introduction to Convolutional Neural Networks
ML Fundamentals
NVAITC Webinar: Introduction to Convolutional Neural Networks
NVIDIA Developer Beginner 5y ago
NVAITC Webinar: Linear Regression in PyTorch
ML Fundamentals
NVAITC Webinar: Linear Regression in PyTorch
NVIDIA Developer Intermediate 5y ago
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AI Workflow: AI in Production
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AI Workflow: AI in Production
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Basic Math: Derivatives
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Basic Math: Derivatives
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Essential Linear Algebra for Data Science
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Essential Linear Algebra for Data Science
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Fundamentals of  CNNs and RNNs
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Fundamentals of CNNs and RNNs
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Graphs and Networks
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Graphs and Networks
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Probabilistic Graphical Models 2: Inference
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Probabilistic Graphical Models 2: Inference
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