Foundations

ML Fundamentals

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

11,171
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
Thorin Tabor - Democratizing the accessibility of computational workflows | JupyterCon 2020
ML Fundamentals
Thorin Tabor - Democratizing the accessibility of computational workflows | JupyterCon 2020
JupyterCon Intermediate 5y ago
Jeffrey Mew - Supercharge your Data Science workflow | JupyterCon 2020
ML Fundamentals โšก AI Lesson
Jeffrey Mew - Supercharge your Data Science workflow | JupyterCon 2020
JupyterCon Intermediate 5y ago
Inside TensorFlow: TF NumPy
ML Fundamentals โšก AI Lesson
Inside TensorFlow: TF NumPy
TensorFlow Intermediate 5y ago
Deep Learning-Activation Functions-Elu, PRelu,Softmax,Swish And Softplus
ML Fundamentals
Deep Learning-Activation Functions-Elu, PRelu,Softmax,Swish And Softplus
Krish Naik Intermediate 5y ago
Saturday Live Q&A Ask Anything  Regarding Data Science
ML Fundamentals
Saturday Live Q&A Ask Anything Regarding Data Science
Krish Naik Intermediate 5y ago
๐Ÿ”ฅ Integrate Weights & Biases with PyTorch
ML Fundamentals
๐Ÿ”ฅ Integrate Weights & Biases with PyTorch
Weights & Biases Intermediate 5y ago
๐ŸŽจ Log (Almost) Anything with Weights & Biases
ML Fundamentals โšก AI Lesson
๐ŸŽจ Log (Almost) Anything with Weights & Biases
Weights & Biases Intermediate 5y ago
#TWIMLfest: So You Want to Teach an AI/ML Course?
ML Fundamentals โšก AI Lesson
#TWIMLfest: So You Want to Teach an AI/ML Course?
The TWIML AI Podcast with Sam Charrington Intermediate 5y ago
Twitter sentiment analysis by Benson Ruan - Made with TensorFlow.js
ML Fundamentals โšก AI Lesson
Twitter sentiment analysis by Benson Ruan - Made with TensorFlow.js
TensorFlow Intermediate 5y ago
Schedule Python Tasks (in Windows) : Data Science Code
ML Fundamentals
Schedule Python Tasks (in Windows) : Data Science Code
ritvikmath Intermediate 5y ago
How to Build a World-Class ML Model for Melanoma Detection | Grandmaster Series E1
ML Fundamentals
How to Build a World-Class ML Model for Melanoma Detection | Grandmaster Series E1
NVIDIA Developer Intermediate 5y ago
Random Forests : Data Science Concepts
ML Fundamentals
Random Forests : Data Science Concepts
ritvikmath Intermediate 5y ago
10. Application of Machine Learning to Cardiac Imaging
ML Fundamentals
10. Application of Machine Learning to Cardiac Imaging
MIT OpenCourseWare Intermediate 5y ago
Real Time AI GESTURE RECOGNITION with Tensorflow.JS + React.JS + Fingerpose
ML Fundamentals
Real Time AI GESTURE RECOGNITION with Tensorflow.JS + React.JS + Fingerpose
Nicholas Renotte Intermediate 5y ago
The Softmax neural network layer
ML Fundamentals
The Softmax neural network layer
Brandon Rohrer Intermediate 5y ago
Auto-Tuning Hyperparameters with Optuna and PyTorch
ML Fundamentals
Auto-Tuning Hyperparameters with Optuna and PyTorch
PyTorch Intermediate 5y ago
Creating an Inclusive Learning Experience
ML Fundamentals
Creating an Inclusive Learning Experience
Coursera Intermediate 5y ago
What skills should you learn outside of machine learning? | Ask me anything! (live)
ML Fundamentals
What skills should you learn outside of machine learning? | Ask me anything! (live)
Daniel Bourke Intermediate 5y ago
Fairness Criteria, Exploring Fairness in Machine Learning
ML Fundamentals
Fairness Criteria, Exploring Fairness in Machine Learning
MIT OpenCourseWare Intermediate 5y ago
The Knapsack Problem & Genetic Algorithms - Computerphile
ML Fundamentals โšก AI Lesson
The Knapsack Problem & Genetic Algorithms - Computerphile
Computerphile Intermediate 5y ago
MLOps Meetup #35 // Bring Your On-Prem ML Use Cases to Production on Google Cloud using Kubeflow
ML Fundamentals
MLOps Meetup #35 // Bring Your On-Prem ML Use Cases to Production on Google Cloud using Kubeflow
MLOps.community Intermediate 5y ago
Dive into Deep Learning (Study Group): Deep Learning Computation with PyTorch |  Session 5
ML Fundamentals
Dive into Deep Learning (Study Group): Deep Learning Computation with PyTorch | Session 5
Elvis Saravia Intermediate 5y ago
Building A Camera Classifier in Python
ML Fundamentals โšก AI Lesson
Building A Camera Classifier in Python
NeuralNine Intermediate 5y ago
Tutorial 4- Julia For Data Science-String In Julia Along With Indepth Functions
ML Fundamentals
Tutorial 4- Julia For Data Science-String In Julia Along With Indepth Functions
Krish Naik Intermediate 5y ago
Aleksa Milosevic on how to make your NLP app fast without hurting accuracy
ML Fundamentals
Aleksa Milosevic on how to make your NLP app fast without hurting accuracy
Weights & Biases Intermediate 5y ago
My Entrepreneur Journey- From Software Engineer To Data Scientist To Entrepreneur- Future Plans
ML Fundamentals
My Entrepreneur Journey- From Software Engineer To Data Scientist To Entrepreneur- Future Plans
Krish Naik Intermediate 5y ago
Tutorial 2- Installing Julia And Running In Jupyter Notebook
ML Fundamentals
Tutorial 2- Installing Julia And Running In Jupyter Notebook
Krish Naik Intermediate 5y ago
TensorDash- How To Monitor Your Deep Learning Model Metrics, Loss, Accuracy Using Mobile App
ML Fundamentals
TensorDash- How To Monitor Your Deep Learning Model Metrics, Loss, Accuracy Using Mobile App
Krish Naik Intermediate 5y ago
Touch - Less by Anders Jessen - Made with TensorFlow.js
ML Fundamentals โšก AI Lesson
Touch - Less by Anders Jessen - Made with TensorFlow.js
TensorFlow Intermediate 5y ago
Top 5 Programming Languages For Data Science In 2020
ML Fundamentals
Top 5 Programming Languages For Data Science In 2020
Krish Naik Intermediate 5y ago
Cross Validation : Data Science Concepts
ML Fundamentals
Cross Validation : Data Science Concepts
ritvikmath Intermediate 5y ago
How to Prepare For Deep Learning Interviews- Important Interview Questions in ANN-Part 1๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
How to Prepare For Deep Learning Interviews- Important Interview Questions in ANN-Part 1๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Intermediate 5y ago
Live - Understanding About GPU's- CPU VS GPU- Which GPU We Should Buy?
ML Fundamentals
Live - Understanding About GPU's- CPU VS GPU- Which GPU We Should Buy?
Krish Naik Intermediate 5y ago
Why Automation Will Not Kill Data Science Jobs?
ML Fundamentals
Why Automation Will Not Kill Data Science Jobs?
Krish Naik Intermediate 5y ago
Future Of Python-Will It be Replaced?
ML Fundamentals
Future Of Python-Will It be Replaced?
Krish Naik Intermediate 5y ago
Xgboost Classification Indepth Maths Intuition- Machine Learning Algorithms๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
Xgboost Classification Indepth Maths Intuition- Machine Learning Algorithms๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Intermediate 5y ago
Live Q&A For Aspiring  Data Scientist-Ask Any Question Regarding Data Science
ML Fundamentals
Live Q&A For Aspiring Data Scientist-Ask Any Question Regarding Data Science
Krish Naik Intermediate 5y ago
Complete Roadmap To Follow To  Prepare Machine Learning With All Videos And Materials
ML Fundamentals
Complete Roadmap To Follow To Prepare Machine Learning With All Videos And Materials
Krish Naik Intermediate 5y ago
Complete Road Map To Prepare For Deep Learning๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
Complete Road Map To Prepare For Deep Learning๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Intermediate 5y ago
Managing ML Pipelines in TensorFlow Extended with Hannes Hapke
ML Fundamentals
Managing ML Pipelines in TensorFlow Extended with Hannes Hapke
Weights & Biases Intermediate 5y ago
Moran's I : Data Science Concepts
ML Fundamentals
Moran's I : Data Science Concepts
ritvikmath Intermediate 5y ago
Data Science Myths Vs Reality Explained- Sharing My Experience- Must Watch For Everyone๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
Data Science Myths Vs Reality Explained- Sharing My Experience- Must Watch For Everyone๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Intermediate 5y ago
Interview Prep Day 4-How To Learn Machine Learning Algorithms For Interviews- Decision Trees๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
Interview Prep Day 4-How To Learn Machine Learning Algorithms For Interviews- Decision Trees๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Intermediate 5y ago
Multi-Armed Bandit : Data Science Concepts
ML Fundamentals
Multi-Armed Bandit : Data Science Concepts
ritvikmath Intermediate 5y ago
Interview Prep Day 1-How To Learn Machine Learning Algorithms For Interviews- Naive Bayes Classifier
ML Fundamentals
Interview Prep Day 1-How To Learn Machine Learning Algorithms For Interviews- Naive Bayes Classifier
Krish Naik Intermediate 5y ago
Track your machine learning insights with short reports on Weights and Biases
ML Fundamentals
Track your machine learning insights with short reports on Weights and Biases
Weights & Biases Intermediate 5y ago
NLP for Searching for Snippets of Code with Rok Novosel
ML Fundamentals
NLP for Searching for Snippets of Code with Rok Novosel
Weights & Biases Intermediate 5y ago
How To Set Profile And Apply Data Science Jobs In LinkedIn- Must For Freshers
ML Fundamentals
How To Set Profile And Apply Data Science Jobs In LinkedIn- Must For Freshers
Krish Naik Intermediate 5y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Practical Machine Learning
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Practical Machine Learning
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Neuronale Netze und Deep Learning
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Neuronale Netze und Deep Learning
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Precalculus: Relations and Functions
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Self-paced
Precalculus: Relations and Functions
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Modeling in AWS
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Self-paced
Modeling in AWS
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Machine Learning for Healthcare Professionals
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Self-paced
Machine Learning for Healthcare Professionals
Opens on Coursera โ†—
Advanced Deployment Scenarios with TensorFlow
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Self-paced
Advanced Deployment Scenarios with TensorFlow
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