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
Tips N Tricks # 8: Using automatic mixed precision training with PyTorch 1.6
ML Fundamentals
Tips N Tricks # 8: Using automatic mixed precision training with PyTorch 1.6
Abhishek Thakur Beginner 5y ago
Women at DeepMind | Applying for Technical Roles
ML Fundamentals
Women at DeepMind | Applying for Technical Roles
Google DeepMind Advanced 5y ago
Deployment Of Machine Learning PIPELINES Using Dockers and Kubernetes
ML Fundamentals
Deployment Of Machine Learning PIPELINES Using Dockers and Kubernetes
Krish Naik Beginner 5y ago
MLOps Meetup #18 // Nubank - Running a Fintech on ML // Caique Lima and Cristiano Breuel
ML Fundamentals
MLOps Meetup #18 // Nubank - Running a Fintech on ML // Caique Lima and Cristiano Breuel
MLOps.community Beginner 5y ago
Biggest Hurdles In AI Adoption Faced By Executives And Companies| Data Science
ML Fundamentals
Biggest Hurdles In AI Adoption Faced By Executives And Companies| Data Science
Krish Naik Intermediate 5y ago
Matrix Norms : Data Science Basics
ML Fundamentals
Matrix Norms : Data Science Basics
ritvikmath Beginner 5y ago
DeepMind x UCL | Deep Learning Lectures | 10/12 |  Unsupervised Representation Learning
ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 10/12 | Unsupervised Representation Learning
Google DeepMind Advanced 5y ago
Suppor Vector Machine (SVM) in Python | Data Science with Marco
ML Fundamentals
Suppor Vector Machine (SVM) in Python | Data Science with Marco
Data Science with Marco Beginner 5y ago
Artificial Intelligence (AI) vs Machine Learning vs Deep Learning vs Data Science
ML Fundamentals
Artificial Intelligence (AI) vs Machine Learning vs Deep Learning vs Data Science
codebasics Beginner 5y ago
Keras with TensorFlow Prerequisites - Getting Started With Neural Networks
ML Fundamentals
Keras with TensorFlow Prerequisites - Getting Started With Neural Networks
deeplizard Beginner 5y ago
MLOps Meetup #19 // DataOps and Data Versioning in ML // Dmitry Petrov
ML Fundamentals
MLOps Meetup #19 // DataOps and Data Versioning in ML // Dmitry Petrov
MLOps.community Beginner 5y ago
Codebasics Live Q&A : 21 June, 2020
ML Fundamentals
Codebasics Live Q&A : 21 June, 2020
codebasics Beginner 5y ago
YouTube Growth Tips, Content Creation - Bhavesh Bhatt, YouTuber (Data Science & Machine Learning) #7
ML Fundamentals
YouTube Growth Tips, Content Creation - Bhavesh Bhatt, YouTuber (Data Science & Machine Learning) #7
1littlecoder Beginner 5y ago
Data Science Portfolio Tips | Discussion with Ken Jee, Krish Naik, Codebasics and Data Professor
ML Fundamentals
Data Science Portfolio Tips | Discussion with Ken Jee, Krish Naik, Codebasics and Data Professor
Data Professor Beginner 5y ago
Inside the Lab Where Robots Run Their Own Experiments
ML Fundamentals
Inside the Lab Where Robots Run Their Own Experiments
Seeker Intermediate 5y ago
Machine Learning Commerce at Square with Marsal Gavalda - #384
ML Fundamentals
Machine Learning Commerce at Square with Marsal Gavalda - #384
The TWIML AI Podcast with Sam Charrington Intermediate 5y ago
Talks # 5: Parul Pandey: Data Science, Diversity and Kaggle
ML Fundamentals
Talks # 5: Parul Pandey: Data Science, Diversity and Kaggle
Abhishek Thakur Beginner 5y ago
Going Serverless with Python | Real Python Podcast #14
ML Fundamentals
Going Serverless with Python | Real Python Podcast #14
Real Python Beginner 5y ago
Lessons From Lockdown: The Complexity Busters
ML Fundamentals
Lessons From Lockdown: The Complexity Busters
Saïd Business School, University of Oxford Beginner 5y ago
Google Certified TensorFlow Developer | Learning Plan, Tips, FAQs & my Journey
ML Fundamentals
Google Certified TensorFlow Developer | Learning Plan, Tips, FAQs & my Journey
Harshit Tyagi Beginner 5y ago
Powered by TensorFlow: Helping Médecins Sans Frontières staff prescribe antibiotics for infections
ML Fundamentals
Powered by TensorFlow: Helping Médecins Sans Frontières staff prescribe antibiotics for infections
TensorFlow Beginner 5y ago
Peter Welinder — Deep Reinforcement Learning and Robotics
ML Fundamentals
Peter Welinder — Deep Reinforcement Learning and Robotics
Weights & Biases Beginner 5y ago
Explore/Exploit: Hyperparameter Tuning with W&B Sweeps by Stacey Svetlichnaya
ML Fundamentals
Explore/Exploit: Hyperparameter Tuning with W&B Sweeps by Stacey Svetlichnaya
Weights & Biases Intermediate 5y ago
Pong, Python & PyGame 11 - Computerphile
ML Fundamentals
Pong, Python & PyGame 11 - Computerphile
Computerphile Intermediate 5y ago
The SIR Model : Data Science Concepts
ML Fundamentals
The SIR Model : Data Science Concepts
ritvikmath Intermediate 5y ago
The Dean's Response Fund - Scholarships
ML Fundamentals
The Dean's Response Fund - Scholarships
Saïd Business School, University of Oxford Intermediate 5y ago
Machine Learning Foundations: Ep #8 - Tokenization for Natural Language Processing
ML Fundamentals
Machine Learning Foundations: Ep #8 - Tokenization for Natural Language Processing
Google for Developers Beginner 5y ago
Pong, Python & Pygame 10 - Computerphile
ML Fundamentals
Pong, Python & Pygame 10 - Computerphile
Computerphile Intermediate 5y ago
Batch Norm in PyTorch - Add Normalization to Conv Net Layers
ML Fundamentals
Batch Norm in PyTorch - Add Normalization to Conv Net Layers
deeplizard Beginner 5y ago
All Automated Machine Learning Libraries At One Place- Project From Subscribers
ML Fundamentals
All Automated Machine Learning Libraries At One Place- Project From Subscribers
Krish Naik Beginner 5y ago
Interesting Facts And Stats On Artificial Language
ML Fundamentals
Interesting Facts And Stats On Artificial Language
Krish Naik Intermediate 5y ago
How To Debug Logs And Web Application In Heroku|Data Science
ML Fundamentals
How To Debug Logs And Web Application In Heroku|Data Science
Krish Naik Intermediate 5y ago
Twitter Tweet's Analyzer Using Streamlit Web App- Projects From Subscribers
ML Fundamentals
Twitter Tweet's Analyzer Using Streamlit Web App- Projects From Subscribers
Krish Naik Intermediate 5y ago
Deploy Streamlit WebApp ML Models In Heroku(PAAS)- Data Science
ML Fundamentals
Deploy Streamlit WebApp ML Models In Heroku(PAAS)- Data Science
Krish Naik Intermediate 5y ago
Data Science & Machine Learning Project - Part 8 Deployment & Exercise | Image Classification
ML Fundamentals
Data Science & Machine Learning Project - Part 8 Deployment & Exercise | Image Classification
codebasics Beginner 5y ago
Data Science & Machine Learning Project - Part 7 Build Website | Image Classification
ML Fundamentals
Data Science & Machine Learning Project - Part 7 Build Website | Image Classification
codebasics Beginner 5y ago
Challenges in NLP from research to production with Ziang Xie
ML Fundamentals
Challenges in NLP from research to production with Ziang Xie
Weights & Biases Intermediate 5y ago
The Correct Guidance To Learn Deep Learning Techniques|Sharing My Experience
ML Fundamentals
The Correct Guidance To Learn Deep Learning Techniques|Sharing My Experience
Krish Naik Beginner 5y ago
Deep Learning Salon by Weights & Biases
ML Fundamentals
Deep Learning Salon by Weights & Biases
Weights & Biases Beginner 5y ago
Be Aware Of Data Science Job Description And Assignment
ML Fundamentals
Be Aware Of Data Science Job Description And Assignment
Krish Naik Intermediate 5y ago
Data Science & Machine Learning Project - Part 6 Flask Server | Image Classification
ML Fundamentals
Data Science & Machine Learning Project - Part 6 Flask Server | Image Classification
codebasics Beginner 5y ago
Salary By Developer Type Based On Experience|Analyzing Stack Overflow Developer Survey 2020
ML Fundamentals
Salary By Developer Type Based On Experience|Analyzing Stack Overflow Developer Survey 2020
Krish Naik Intermediate 5y ago
Hidden Markov Model : Data Science Concepts
ML Fundamentals
Hidden Markov Model : Data Science Concepts
ritvikmath Beginner 5y ago
MLOps Coffee Sessions #1: Serving Models with Kubeflow
ML Fundamentals
MLOps Coffee Sessions #1: Serving Models with Kubeflow
MLOps.community Beginner 5y ago
Data Science & Machine Learning Project - Part 5 Training a Model | Image Classification
ML Fundamentals
Data Science & Machine Learning Project - Part 5 Training a Model | Image Classification
codebasics Beginner 5y ago
Data Science & Machine Learning Project - Part 4 Feature Engineering | Image Classification
ML Fundamentals
Data Science & Machine Learning Project - Part 4 Feature Engineering | Image Classification
codebasics Beginner 5y ago
Live Q&A  Data Science
ML Fundamentals
Live Q&A Data Science
Krish Naik Intermediate 5y ago
How To Perform Post Pruning In Decision Tree? Prevent Overfitting- Data Science
ML Fundamentals
How To Perform Post Pruning In Decision Tree? Prevent Overfitting- Data Science
Krish Naik Intermediate 5y ago
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Recommendation Engine - Basics
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Recommendation Engine - Basics
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AI-900 MS Azure AI Fundamentals
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AI-900 MS Azure AI Fundamentals
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Digital Signal Processing 3: Analog vs Digital
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Digital Signal Processing 3: Analog vs Digital
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Cloud Virtualization, Containers and APIs
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Cloud Virtualization, Containers and APIs
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