Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

11,326
lessons
Skills in this topic
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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
A Guide of how to get started in IT - Top IT Career Paths
ML Fundamentals โšก AI Lesson
A Guide of how to get started in IT - Top IT Career Paths
TechWorld with Nana Beginner 3y ago
Machine Learning for Log Analysis Explained by @dankornas
ML Fundamentals
Machine Learning for Log Analysis Explained by @dankornas
AssemblyAI Beginner 3y ago
The best feeling! ๐ŸคŒ
ML Fundamentals
The best feeling! ๐ŸคŒ
Coursera Beginner 3y ago
Using Python to predict who will win the 2022 FIFA World Cup
ML Fundamentals
Using Python to predict who will win the 2022 FIFA World Cup
Marlene Mhangami Beginner 3y ago
Tracking ๐Ÿค— HuggingFace Machine Learning Experiments with Weights & Biases
ML Fundamentals
Tracking ๐Ÿค— HuggingFace Machine Learning Experiments with Weights & Biases
Weights & Biases Beginner 3y ago
Using ML to prevent the use of counterfeit money in Pakistan
ML Fundamentals
Using ML to prevent the use of counterfeit money in Pakistan
Google for Developers Beginner 3y ago
Itโ€™s important to articulate your reasons and goals for changing careers! ๐Ÿ—ฃ๏ธ
ML Fundamentals
Itโ€™s important to articulate your reasons and goals for changing careers! ๐Ÿ—ฃ๏ธ
Coursera Beginner 3y ago
Full Machine Learning Project โ€” Detecting Outliers in Sensor Data (Part 4)
ML Fundamentals โšก AI Lesson
Full Machine Learning Project โ€” Detecting Outliers in Sensor Data (Part 4)
Dave Ebbelaar Beginner 3y ago
Whisper Paper Explained: Robust Speech Recognition via Large-Scale Weak Supervision
ML Fundamentals โšก AI Lesson
Whisper Paper Explained: Robust Speech Recognition via Large-Scale Weak Supervision
Aladdin Persson Beginner 3y ago
The Simplest Encoding Youโ€™ve Never Heard Of
ML Fundamentals
The Simplest Encoding Youโ€™ve Never Heard Of
Underfitted Beginner 3y ago
Stanford Webinar - Digital Transformation: Beyond the Technology
ML Fundamentals โšก AI Lesson
Stanford Webinar - Digital Transformation: Beyond the Technology
Stanford Online Beginner 3y ago
What is Machine Learning? (in 60 seconds)
ML Fundamentals โšก AI Lesson
What is Machine Learning? (in 60 seconds)
Aladdin Persson Beginner 3y ago
CPU vs GPU: Why GPUs are more suited for Deep Learning? #deeplearning #gpu #cpu
ML Fundamentals
CPU vs GPU: Why GPUs are more suited for Deep Learning? #deeplearning #gpu #cpu
Analytics Vidhya Beginner 3y ago
Systems Engineer Navigating the World of ML // Andrew Dye // MLOps Podcast #136
ML Fundamentals
Systems Engineer Navigating the World of ML // Andrew Dye // MLOps Podcast #136
MLOps.community Beginner 3y ago
An Interview With NVIDIA's Jenson Huang For Gradient Dissent
ML Fundamentals
An Interview With NVIDIA's Jenson Huang For Gradient Dissent
Weights & Biases Beginner 3y ago
Efficient Machine Learning at the Edge in Parallel
ML Fundamentals โšก 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 โšก 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
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 โšก 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 โšก 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 โšก 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 โšก AI Lesson
What is Debugging | Debugging Explained in Malayalam
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
GANs Revolutionizing the World | DataHour by Ekta Shah #gans #datascience #machinelearning
ML Fundamentals โšก AI Lesson
GANs Revolutionizing the World | DataHour by Ekta Shah #gans #datascience #machinelearning
Analytics Vidhya Beginner 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 โšก AI Lesson
Is the Curse of Dimensionality the same as overfitting?
CodeEmporium Beginner 3y ago
Full Machine Learning Project โ€” Data Visualization with Matplotlib (Part 3)
ML Fundamentals
Full Machine Learning Project โ€” Data Visualization with Matplotlib (Part 3)
Dave Ebbelaar 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
Neural Networks Made Simple with Tensorflow Playground
ML Fundamentals โšก 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 เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
See the you that we see! Visit Coursera and get that new certificate feeling.
ML Fundamentals
See the you that we see! Visit Coursera and get that new certificate feeling.
Coursera Beginner 3y ago
Itโ€™s more convenient than ever to earn your degree. ๐Ÿ™Œ #shorts
ML Fundamentals
Itโ€™s more convenient than ever to earn your degree. ๐Ÿ™Œ #shorts
Coursera Beginner 3y ago
What is Machine Learning?
ML Fundamentals
What is Machine Learning?
Aladdin Persson Beginner 3y ago
Using Machine Learning and AI to serve people and communities
ML Fundamentals โšก 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 โšก 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 โšก AI Lesson
Advanced on-device ML made easy with MediaPipe
TensorFlow Beginner 3y ago
Introduction to Machine Learning
ML Fundamentals โšก AI Lesson
Introduction to Machine Learning
TensorFlow Beginner 3y ago
How to use Deep Learning in black hole weather forecasting
ML Fundamentals โšก 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 โšก 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 โšก 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
Research to Production at Amazon Scale With PyTorch (PyTorch Conference 2022 Breakout Session)
ML Fundamentals โšก 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 โšก AI Lesson
Azure Container for PyTorch: An Optimized Container for Large Scale Distributed Training Workloads
PyTorch 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
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Trabalhar com Notebooks na Vertex AI
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Trabalhar com Notebooks na Vertex AI
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Interest Rate Models
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Interest Rate Models
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Databricks Machine Learning Quickstart
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Databricks Machine Learning Quickstart
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Analyze Financial Risk Using AI, Markets, and Governance
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Analyze Financial Risk Using AI, Markets, and Governance
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Mastering Neural Networks and Model Regularization
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Mastering Neural Networks and Model Regularization
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Applied Machine Learning with Python
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Applied Machine Learning with Python
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