Foundations

ML Fundamentals

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

13112
lessons
Research talk: Towards data-efficient machine learning with meta-learning
ML Fundamentals
Research talk: Towards data-efficient machine learning with meta-learning
Microsoft Research Advanced 4y ago
Tweaking Custom Environment Rewards - Reinforcement Learning with Stable Baselines 3 (P.4)
ML Fundamentals
Tweaking Custom Environment Rewards - Reinforcement Learning with Stable Baselines 3 (P.4)
sentdex Beginner 4y ago
Live Day 7-Discussing SVM,SVR And Xgboost MAchine Learning Algorithms
ML Fundamentals
Live Day 7-Discussing SVM,SVR And Xgboost MAchine Learning Algorithms
Krish Naik Beginner 4y ago
Roundtable on Global Political Risks & Threats | O.P. Jindal Global University
ML Fundamentals
Roundtable on Global Political Risks & Threats | O.P. Jindal Global University
Coursera Beginner 4y ago
Definition Of Bias And Variance In Machine Learning- Interview Question
ML Fundamentals
Definition Of Bias And Variance In Machine Learning- Interview Question
Krish Naik Beginner 4y ago
Custom Environments - Reinforcement Learning with Stable Baselines 3 (P.3)
ML Fundamentals
Custom Environments - Reinforcement Learning with Stable Baselines 3 (P.3)
sentdex Beginner 4y ago
Artificial Intelligence (AI) - Deep Learning Dictionary
ML Fundamentals
Artificial Intelligence (AI) - Deep Learning Dictionary
deeplizard Beginner 4y ago
Solving Wordle using information theory
ML Fundamentals
Solving Wordle using information theory
3Blue1Brown Beginner 4y ago
Unsupervised Brain Models - How does Deep Learning inform Neuroscience? (w/ Patrick Mineault)
ML Fundamentals
Unsupervised Brain Models - How does Deep Learning inform Neuroscience? (w/ Patrick Mineault)
Yannic Kilcher Beginner 4y ago
Google Ads Tutorials: Fundamentals of conversion modeling in Google Ads
ML Fundamentals
Google Ads Tutorials: Fundamentals of conversion modeling in Google Ads
Google Ads Beginner 4y ago
Impressive Python Resume Projects
ML Fundamentals
Impressive Python Resume Projects
Tech With Tim Intermediate 4y ago
Deep Learning for Podcast Content Search (Summary of Interview with Alex Canan at Zencastr)
ML Fundamentals
Deep Learning for Podcast Content Search (Summary of Interview with Alex Canan at Zencastr)
Connor Shorten Beginner 4y ago
Build Free Machine Learning Blog with FastPages - Jupyter Notebook based Data Science Blog
ML Fundamentals
Build Free Machine Learning Blog with FastPages - Jupyter Notebook based Data Science Blog
1littlecoder Beginner 4y ago
covid is a counterfactual.
ML Fundamentals
covid is a counterfactual.
ritvikmath Intermediate 4y ago
Building an Open Source MLOps Stack with ZenML // Hamza Tahir // MLOps Workshop Meetup # 92
ML Fundamentals
Building an Open Source MLOps Stack with ZenML // Hamza Tahir // MLOps Workshop Meetup # 92
MLOps.community Intermediate 4y ago
How to Set Up a Machine Learning Environment with Conda and Pip-Tools
ML Fundamentals
How to Set Up a Machine Learning Environment with Conda and Pip-Tools
Automata Learning Lab Beginner 4y ago
Deep Learning Dictionary - Course Introduction
ML Fundamentals
Deep Learning Dictionary - Course Introduction
deeplizard Beginner 4y ago
Calibration for ML at Etsy - apply() special // Erica Greene and Seoyoon Park // Coffee Sessions #78
ML Fundamentals
Calibration for ML at Etsy - apply() special // Erica Greene and Seoyoon Park // Coffee Sessions #78
MLOps.community Beginner 4y ago
El Futuro de la IA en 2022 | Feat. Andrés Torrubia
ML Fundamentals
El Futuro de la IA en 2022 | Feat. Andrés Torrubia
Dot CSV Beginner 4y ago
Implementing ConvNext in Keras & Introduction to Time Series
ML Fundamentals
Implementing ConvNext in Keras & Introduction to Time Series
Weights & Biases Beginner 4y ago
Kaggle Competitions: A Beginner's Guide to Winning
ML Fundamentals
Kaggle Competitions: A Beginner's Guide to Winning
Rob Mulla Beginner 4y ago
Metaverse is 30yrs old - Why Facebook is late to the party - Computerphile
ML Fundamentals
Metaverse is 30yrs old - Why Facebook is late to the party - Computerphile
Computerphile Intermediate 4y ago
How to #BeADeepLearner
ML Fundamentals
How to #BeADeepLearner
DeepLearningAI Beginner 4y ago
The Human Element in Machine Learning w Catherine D’Ignazio, Jacob Andreas & Harini Suresh (S3:E5)
ML Fundamentals
The Human Element in Machine Learning w Catherine D’Ignazio, Jacob Andreas & Harini Suresh (S3:E5)
MIT OpenCourseWare Beginner 4y ago
ML Frameworks: Gretel.ai
ML Fundamentals
ML Frameworks: Gretel.ai
Weights & Biases Beginner 4y ago
AI Models Guide for Consultants & Product Managers | Hugging Face Tasks
ML Fundamentals
AI Models Guide for Consultants & Product Managers | Hugging Face Tasks
1littlecoder Beginner 4y ago
Fireside chat: Opportunities and challenges in human-oriented AI
ML Fundamentals
Fireside chat: Opportunities and challenges in human-oriented AI
Microsoft Research Intermediate 4y ago
Live Day 6- Discussing KMeans,Hierarchical And DBScan Clustering Algorithms
ML Fundamentals
Live Day 6- Discussing KMeans,Hierarchical And DBScan Clustering Algorithms
Krish Naik Intermediate 4y ago
Saving and Loading Models - Stable Baselines 3 Tutorial (P.2)
ML Fundamentals
Saving and Loading Models - Stable Baselines 3 Tutorial (P.2)
sentdex Beginner 4y ago
You Are The One!!
ML Fundamentals
You Are The One!!
Krish Naik Intermediate 4y ago
Reinforcement Learning with Stable Baselines 3 - Introduction (P.1)
ML Fundamentals
Reinforcement Learning with Stable Baselines 3 - Introduction (P.1)
sentdex Beginner 4y ago
Live Day 5- Discussing Adaboost,Random forest, Xgboost  Machine Learning Algorithms
ML Fundamentals
Live Day 5- Discussing Adaboost,Random forest, Xgboost Machine Learning Algorithms
Krish Naik Beginner 4y ago
Live Day 4- Discussing Decision Tree And Ensemble Machine Learning Algorithms
ML Fundamentals
Live Day 4- Discussing Decision Tree And Ensemble Machine Learning Algorithms
Krish Naik Beginner 4y ago
Live Day 3- Discussing KNN And Naive Baye's Machine Learning Algorithms
ML Fundamentals
Live Day 3- Discussing KNN And Naive Baye's Machine Learning Algorithms
Krish Naik Beginner 4y ago
Live Day 2- Discussing Ridge, Lasso And Logistic Regression Machine Learning Algorithms
ML Fundamentals
Live Day 2- Discussing Ridge, Lasso And Logistic Regression Machine Learning Algorithms
Krish Naik Beginner 4y ago
Live Day 1- Introduction To Machine Learning Algorithms For Data Science
ML Fundamentals
Live Day 1- Introduction To Machine Learning Algorithms For Data Science
Krish Naik Beginner 4y ago
Announcing 7 Days Live Sessions On Machine Learning Algorithms(Feb 1- Feb7th)
ML Fundamentals
Announcing 7 Days Live Sessions On Machine Learning Algorithms(Feb 1- Feb7th)
Krish Naik Beginner 4y ago
Earth In 2050
ML Fundamentals
Earth In 2050
Krish Naik Intermediate 4y ago
How To Calculate P Value In Hypothesis Testing
ML Fundamentals
How To Calculate P Value In Hypothesis Testing
Krish Naik Intermediate 4y ago
Live Day 7- Summarizing Statistics With Python In Data Science
ML Fundamentals
Live Day 7- Summarizing Statistics With Python In Data Science
Krish Naik Intermediate 4y ago
Live Day 6- Advance Statistics With Python In Data Science
ML Fundamentals
Live Day 6- Advance Statistics With Python In Data Science
Krish Naik Intermediate 4y ago
Live Day 5- Advance Statistics With Python In Data Science
ML Fundamentals
Live Day 5- Advance Statistics With Python In Data Science
Krish Naik Intermediate 4y ago
MLOps Song
ML Fundamentals
MLOps Song
MLOps.community Beginner 4y ago
Live Day 4- Advance Statistics With Python In Data Science
ML Fundamentals
Live Day 4- Advance Statistics With Python In Data Science
Krish Naik Intermediate 4y ago
Build a Culture of ML Testing and Model Quality // Mohamed Elgendy // MLOps Coffee Sessions #76
ML Fundamentals
Build a Culture of ML Testing and Model Quality // Mohamed Elgendy // MLOps Coffee Sessions #76
MLOps.community Intermediate 4y ago
Vision Of OneNeuron Platform- How We Are Solving All Your Problems?
ML Fundamentals
Vision Of OneNeuron Platform- How We Are Solving All Your Problems?
Krish Naik Intermediate 4y ago
Demo: Using network machine learning for organizational analytics
ML Fundamentals
Demo: Using network machine learning for organizational analytics
Microsoft Research Beginner 4y ago
Research talk: Approximate nearest neighbor search systems at scale
ML Fundamentals
Research talk: Approximate nearest neighbor search systems at scale
Microsoft Research Beginner 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Integral Calculus and Numerical Analysis for Data Science
📚 Coursera Course ↗
Self-paced
Integral Calculus and Numerical Analysis for Data Science
Opens on Coursera ↗
Automate Data Onboarding, Validate, and Govern
📚 Coursera Course ↗
Self-paced
Automate Data Onboarding, Validate, and Govern
Opens on Coursera ↗
Diabetes Disease Detection with XG-Boost and Neural Networks
📚 Coursera Course ↗
Self-paced
Diabetes Disease Detection with XG-Boost and Neural Networks
Opens on Coursera ↗
Train Machine Learning Models
📚 Coursera Course ↗
Self-paced
Train Machine Learning Models
Opens on Coursera ↗
Python: Implement & Evaluate Random Forests for ML
📚 Coursera Course ↗
Self-paced
Python: Implement & Evaluate Random Forests for ML
Opens on Coursera ↗
Introduction to Long Short Term Memory (LSTM) Training
📚 Coursera Course ↗
Self-paced
Introduction to Long Short Term Memory (LSTM) Training
Opens on Coursera ↗