Foundations

ML Fundamentals

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

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lessons
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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
Neural Networks Summary: All hyperparameters
ML Fundamentals
Neural Networks Summary: All hyperparameters
AssemblyAI Beginner 4y ago
Decision Trees are more powerful than you think
ML Fundamentals ⚡ AI Lesson
Decision Trees are more powerful than you think
CodeEmporium Beginner 4y ago
Narrow AI vs. AGI - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Narrow AI vs. AGI - Deep Learning Dictionary
deeplizard Beginner 4y ago
Titanic Survival Prediction in Python - Machine Learning Project
ML Fundamentals ⚡ AI Lesson
Titanic Survival Prediction in Python - Machine Learning Project
NeuralNine Intermediate 4y ago
Announcing Next Community Session 7 Days Live Session From 17th Feb
ML Fundamentals
Announcing Next Community Session 7 Days Live Session From 17th Feb
Krish Naik Beginner 4y ago
Oh, wait, actually the best Wordle opener is not “crane”…
ML Fundamentals
Oh, wait, actually the best Wordle opener is not “crane”…
3Blue1Brown Intermediate 4y ago
The COOLEST Deep Learning Machine - The Comino Grando RM V2 Short
ML Fundamentals ⚡ AI Lesson
The COOLEST Deep Learning Machine - The Comino Grando RM V2 Short
sentdex Beginner 4y ago
Best Laptops For Data Science In 2022 With Geforce RTX GPU's
ML Fundamentals
Best Laptops For Data Science In 2022 With Geforce RTX GPU's
Krish Naik Intermediate 4y ago
Optimize your ML inference price performance using SageMaker Inference Recommender (Hebrew)
ML Fundamentals
Optimize your ML inference price performance using SageMaker Inference Recommender (Hebrew)
AWS Developers Intermediate 4y ago
Research talk: Maia Chess: A human-like neural network chess engine
ML Fundamentals ⚡ AI Lesson
Research talk: Maia Chess: A human-like neural network chess engine
Microsoft Research Advanced 4y ago
Research talk: Leveraging uncertainty in machine learning to bridge computation and experimentation
ML Fundamentals
Research talk: Leveraging uncertainty in machine learning to bridge computation and experimentation
Microsoft Research Beginner 4y ago
Tweaking Custom Environment Rewards - Reinforcement Learning with Stable Baselines 3 (P.4)
ML Fundamentals ⚡ AI Lesson
Tweaking Custom Environment Rewards - Reinforcement Learning with Stable Baselines 3 (P.4)
sentdex 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
Artificial Intelligence (AI) - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
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
Announcing Kids Tech Oneneuron Platform- Now Kids Can Learn Amazing Tech
ML Fundamentals
Announcing Kids Tech Oneneuron Platform- Now Kids Can Learn Amazing Tech
Krish Naik Beginner 4y ago
Announcing Live Classes And Course-A-Thon In One Neuron Platform
ML Fundamentals
Announcing Live Classes And Course-A-Thon In One Neuron Platform
Krish Naik Intermediate 4y ago
Tutorial: Accelerating research with the InnerEye medical imaging toolbox and Azure machine learning
ML Fundamentals
Tutorial: Accelerating research with the InnerEye medical imaging toolbox and Azure machine learning
Microsoft Research Beginner 4y ago
Research talk: AI in medical imaging: What’s next?
ML Fundamentals
Research talk: AI in medical imaging: What’s next?
Microsoft Research Beginner 4y ago
Research talk: Decrypting the secret of gene regulation with AI
ML Fundamentals ⚡ AI Lesson
Research talk: Decrypting the secret of gene regulation with AI
Microsoft Research Beginner 4y ago
Closing remarks: Empowering software developers and mathematicians with next-generation AI
ML Fundamentals
Closing remarks: Empowering software developers and mathematicians with next-generation AI
Microsoft Research Beginner 4y ago
Research talk: Torchy: A tracing JIT compiler for PyTorch
ML Fundamentals
Research talk: Torchy: A tracing JIT compiler for PyTorch
Microsoft Research Advanced 4y ago
Opening remarks: Empowering software developers and mathematicians with next-generation AI
ML Fundamentals
Opening remarks: Empowering software developers and mathematicians with next-generation AI
Microsoft Research Beginner 4y ago
Closing remarks: Causal Machine Learning
ML Fundamentals
Closing remarks: Causal Machine Learning
Microsoft Research Beginner 4y ago
Research talk: Causal ML and fairness
ML Fundamentals ⚡ AI Lesson
Research talk: Causal ML and fairness
Microsoft Research Beginner 4y ago
Research talk: Causal learning: Discovering causal relations for out-of-distribution generalization
ML Fundamentals
Research talk: Causal learning: Discovering causal relations for out-of-distribution generalization
Microsoft Research Advanced 4y ago
Research talk: Can causal learning improve the privacy of ML models?
ML Fundamentals
Research talk: Can causal learning improve the privacy of ML models?
Microsoft Research Beginner 4y ago
Research talk: Causal ML and business
ML Fundamentals ⚡ AI Lesson
Research talk: Causal ML and business
Microsoft Research Beginner 4y ago
Research talk: Challenges and opportunities in causal machine learning
ML Fundamentals
Research talk: Challenges and opportunities in causal machine learning
Microsoft Research Beginner 4y ago
Opening remarks: Causal Machine Learning
ML Fundamentals
Opening remarks: Causal Machine Learning
Microsoft Research Intermediate 4y ago
Research talk: Privacy in machine learning research at Microsoft
ML Fundamentals
Research talk: Privacy in machine learning research at Microsoft
Microsoft Research Beginner 4y ago
Research talk: Building towards a responsible data economy
ML Fundamentals
Research talk: Building towards a responsible data economy
Microsoft Research Intermediate 4y ago
Keynote: Unlocking exabytes of training data through privacy preserving machine learning
ML Fundamentals ⚡ AI Lesson
Keynote: Unlocking exabytes of training data through privacy preserving machine learning
Microsoft Research Advanced 4y ago
Closing remarks: Responsible AI
ML Fundamentals
Closing remarks: Responsible AI
Microsoft Research Beginner 4y ago
Opening remarks: The Future of Privacy and Security
ML Fundamentals ⚡ AI Lesson
Opening remarks: The Future of Privacy and Security
Microsoft Research Intermediate 4y ago
Opening remarks: Responsible AI
ML Fundamentals
Opening remarks: Responsible AI
Microsoft Research Beginner 4y ago
Closing remarks: Deep Learning and Large Scale AI
ML Fundamentals
Closing remarks: Deep Learning and Large Scale AI
Microsoft Research Beginner 4y ago
Opening remarks: Deep Learning and Large-Scale AI
ML Fundamentals ⚡ AI Lesson
Opening remarks: Deep Learning and Large-Scale AI
Microsoft Research Beginner 4y ago
Research talk: Automating and Optimizing IT Operations Management with AI
ML Fundamentals ⚡ AI Lesson
Research talk: Automating and Optimizing IT Operations Management with AI
Microsoft Research Beginner 4y ago
Opening remarks: Cloud Intelligence/AIOps
ML Fundamentals ⚡ AI Lesson
Opening remarks: Cloud Intelligence/AIOps
Microsoft Research Advanced 4y ago
Research talks: Research partners on innovation for carbon neutralization
ML Fundamentals
Research talks: Research partners on innovation for carbon neutralization
Microsoft Research Beginner 4y ago
Research talk: Computationally efficient large-scale AI
ML Fundamentals ⚡ AI Lesson
Research talk: Computationally efficient large-scale AI
Microsoft Research Advanced 4y ago
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
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
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
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
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