Foundations

ML Fundamentals

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

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
Efficient Machine Learning at the Edge in Parallel
ML Fundamentals ⚡ AI Lesson
Efficient Machine Learning at the Edge in Parallel
Microsoft Research Beginner 3y ago
AI Art with Stable Diffusion (Women of the World)
ML Fundamentals ⚡ AI Lesson
AI Art with Stable Diffusion (Women of the World)
deeplizard Beginner 3y ago
TorchRec: A PyTorch domain library for large-scale recommender systems
ML Fundamentals
TorchRec: A PyTorch domain library for large-scale recommender systems
PyTorch Beginner 3y ago
PyTorch 2.0: Dynamic Shapes Support
ML Fundamentals
PyTorch 2.0: Dynamic Shapes Support
PyTorch Beginner 3y ago
How To Measure The Tiniest Forces In The Universe
ML Fundamentals
How To Measure The Tiniest Forces In The Universe
Veritasium Beginner 3y ago
Collective Intelligence & Creative AI
ML Fundamentals
Collective Intelligence & Creative AI
HuggingFace Beginner 3y ago
What is Machine Learning?
ML Fundamentals
What is Machine Learning?
Aladdin Persson Beginner 3y ago
Is Santa Real? Getting Started With Deep Learning In Python
ML Fundamentals
Is Santa Real? Getting Started With Deep Learning In Python
Marlene Mhangami Beginner 3y ago
Creating successful study groups to empower everyone
ML Fundamentals ⚡ AI Lesson
Creating successful study groups to empower everyone
TensorFlow Beginner 3y ago
How to take action and get involved in Machine Learning
ML Fundamentals ⚡ AI Lesson
How to take action and get involved in Machine Learning
TensorFlow Beginner 3y ago
Which machine learning models are most affected by curse of dimensionality?
ML Fundamentals ⚡ AI Lesson
Which machine learning models are most affected by curse of dimensionality?
CodeEmporium Beginner 3y ago
What is Debugging | Debugging Explained in Malayalam
ML Fundamentals ⚡ AI Lesson
What is Debugging | Debugging Explained in Malayalam
Entri Coding മലയാളം Beginner 3y ago
GANs Revolutionizing the World | DataHour by Ekta Shah #gans #datascience #machinelearning
ML Fundamentals ⚡ AI Lesson
GANs Revolutionizing the World | DataHour by Ekta Shah #gans #datascience #machinelearning
Analytics Vidhya Beginner 3y ago
Rosanne Liu - career creation for non-standard candidates
ML Fundamentals
Rosanne Liu - career creation for non-standard candidates
Cohere Intermediate 3y ago
Will Your Code Write Itself?
ML Fundamentals
Will Your Code Write Itself?
Underfitted Beginner 3y ago
Is the Curse of Dimensionality the same as overfitting?
ML Fundamentals ⚡ AI Lesson
Is the Curse of Dimensionality the same as overfitting?
CodeEmporium Beginner 3y ago
Full Machine Learning Project — Data Visualization with Matplotlib (Part 3)
ML Fundamentals
Full Machine Learning Project — Data Visualization with Matplotlib (Part 3)
Dave Ebbelaar Beginner 3y ago
Building Cohere API Demo App With Streamlit | Adrien Morisot
ML Fundamentals
Building Cohere API Demo App With Streamlit | Adrien Morisot
Cohere Intermediate 3y ago
Neural Networks Made Simple with Tensorflow Playground
ML Fundamentals ⚡ AI Lesson
Neural Networks Made Simple with Tensorflow Playground
NeuralNine Beginner 3y ago
How to Start Coding and Master in it? | Learn Coding in Malayalam with Entri Elevate
ML Fundamentals
How to Start Coding and Master in it? | Learn Coding in Malayalam with Entri Elevate
Entri Coding മലയാളം Beginner 3y ago
Masterclass: Modelling for Business Decisions with Prof V Nagadevara
ML Fundamentals
Masterclass: Modelling for Business Decisions with Prof V Nagadevara
Coursera Beginner 3y ago
Personality Predictions from Automated Video Interviews: Explainable or Unexplainable Models?
ML Fundamentals
Personality Predictions from Automated Video Interviews: Explainable or Unexplainable Models?
Microsoft Research Beginner 3y ago
Toronto VLOG | First vlog | Meet my favorite author | Toronto ML Summit conference
ML Fundamentals ⚡ AI Lesson
Toronto VLOG | First vlog | Meet my favorite author | Toronto ML Summit conference
Sophia Yang Beginner 3y ago
Maintaining a supportive developer community: Ahmed’s story as a GDSC Lead in Egypt
ML Fundamentals
Maintaining a supportive developer community: Ahmed’s story as a GDSC Lead in Egypt
Google for Developers Advanced 3y ago
Supabase Crash Course For Python Developers
ML Fundamentals ⚡ AI Lesson
Supabase Crash Course For Python Developers
Patrick Loeber Beginner 3y ago
Free Leads From Kindle
ML Fundamentals
Free Leads From Kindle
Miles Beckler Beginner 3y ago
Building drones to restore deforestation
ML Fundamentals
Building drones to restore deforestation
Google for Developers Intermediate 3y ago
Full Machine Learning Project — Processing Raw Data (Part 2)
ML Fundamentals
Full Machine Learning Project — Processing Raw Data (Part 2)
Dave Ebbelaar Beginner 3y ago
Reliable Machine Learning author interview | DS/ML book club
ML Fundamentals
Reliable Machine Learning author interview | DS/ML book club
Sophia Yang Beginner 3y ago
An Interview With D. Sculley, CEO Of Kaggle
ML Fundamentals
An Interview With D. Sculley, CEO Of Kaggle
Weights & Biases Beginner 3y ago
Preparing Data to Measure True Machine Learning Model Performance |  Real Python Podcast #135
ML Fundamentals
Preparing Data to Measure True Machine Learning Model Performance | Real Python Podcast #135
Real Python Beginner 3y ago
Using Machine Learning and AI to serve people and communities
ML Fundamentals ⚡ AI Lesson
Using Machine Learning and AI to serve people and communities
TensorFlow Beginner 3y ago
Career development panel: From being the only women in the room to empowering the next generation
ML Fundamentals ⚡ AI Lesson
Career development panel: From being the only women in the room to empowering the next generation
TensorFlow Beginner 3y ago
Advanced on-device ML made easy with MediaPipe
ML Fundamentals ⚡ AI Lesson
Advanced on-device ML made easy with MediaPipe
TensorFlow Beginner 3y ago
Introduction to Machine Learning
ML Fundamentals ⚡ AI Lesson
Introduction to Machine Learning
TensorFlow Beginner 3y ago
How to use Deep Learning in black hole weather forecasting
ML Fundamentals ⚡ AI Lesson
How to use Deep Learning in black hole weather forecasting
TensorFlow Beginner 3y ago
Women in Machine Learning Symposium 2022 Keynote
ML Fundamentals ⚡ AI Lesson
Women in Machine Learning Symposium 2022 Keynote
TensorFlow Beginner 3y ago
Top 5 takeaways from Women in Machine Learning Symposium 2022
ML Fundamentals ⚡ AI Lesson
Top 5 takeaways from Women in Machine Learning Symposium 2022
TensorFlow Beginner 3y ago
Practical Guide on PyTorch Inference Using AWS Inferentia: PyTorch Conference 2022 Poster
ML Fundamentals
Practical Guide on PyTorch Inference Using AWS Inferentia: PyTorch Conference 2022 Poster
PyTorch Beginner 3y ago
Accelerate PyTorch Training on Mac Platforms Using MPS Backend: Partner Talk at PT Conf. 2022
ML Fundamentals
Accelerate PyTorch Training on Mac Platforms Using MPS Backend: Partner Talk at PT Conf. 2022
PyTorch Advanced 3y ago
Research to Production at Amazon Scale With PyTorch (PyTorch Conference 2022 Breakout Session)
ML Fundamentals ⚡ AI Lesson
Research to Production at Amazon Scale With PyTorch (PyTorch Conference 2022 Breakout Session)
PyTorch Beginner 3y ago
Operationalize Distributed Training with PyTorch on Google Cloud (PT Conf. 2022 Breakout Session)
ML Fundamentals
Operationalize Distributed Training with PyTorch on Google Cloud (PT Conf. 2022 Breakout Session)
PyTorch Beginner 3y ago
Azure Container for PyTorch: An Optimized Container for Large Scale Distributed Training Workloads
ML Fundamentals ⚡ AI Lesson
Azure Container for PyTorch: An Optimized Container for Large Scale Distributed Training Workloads
PyTorch Beginner 3y ago
Adding human intelligence to ML models with human-learn #shorts #machinelearning #nlp
ML Fundamentals
Adding human intelligence to ML models with human-learn #shorts #machinelearning #nlp
Cohere Beginner 3y ago
On the Adversarial Robustness of Deep Learning
ML Fundamentals
On the Adversarial Robustness of Deep Learning
Microsoft Research Intermediate 3y ago
Model Preparation Federated Learning and Device Computation
ML Fundamentals
Model Preparation Federated Learning and Device Computation
PyTorch Advanced 3y ago
linear_operator - Structured Linear Algebra in PyTorchLinear Operator at PyTorch Conference 2022
ML Fundamentals ⚡ AI Lesson
linear_operator - Structured Linear Algebra in PyTorchLinear Operator at PyTorch Conference 2022
PyTorch Beginner 3y ago
Curse of Dimensionality - EXPLAINED!
ML Fundamentals ⚡ AI Lesson
Curse of Dimensionality - EXPLAINED!
CodeEmporium Advanced 3y ago
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Developing Machine Learning Solutions
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Developing Machine Learning Solutions
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Deep Learning with PyTorch : Object Localization
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Deep Learning with PyTorch : Object Localization
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Unsupervised Learning, Recommenders, Reinforcement Learning
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Unsupervised Learning, Recommenders, Reinforcement Learning
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Train Machine Learning Models
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Train Machine Learning Models
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Algebra and Differential Calculus for Data Science
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Algebra and Differential Calculus for Data Science
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Capstone: Data Science Problem in Linear Algebra Framework
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Capstone: Data Science Problem in Linear Algebra Framework
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