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
Closing remarks: Responsible AI
ML Fundamentals
Closing remarks: Responsible AI
Microsoft Research Beginner 4y ago
Opening remarks: Responsible AI
ML Fundamentals
Opening remarks: Responsible AI
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
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 ⚡ 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
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
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
How to Set Up a Machine Learning Environment with Conda and Pip-Tools
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
Kaggle Competitions: A Beginner's Guide to Winning
Rob Mulla Beginner 4y ago
MLOps Song
ML Fundamentals
MLOps Song
MLOps.community Beginner 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 ⚡ AI Lesson
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
The Physics Dropout Who Made $1 Billion Betting Horses
ML Fundamentals
The Physics Dropout Who Made $1 Billion Betting Horses
Ken Jee Beginner 4y ago
Features and Feature Engineering in Machine Learning - An Introduction
ML Fundamentals ⚡ AI Lesson
Features and Feature Engineering in Machine Learning - An Introduction
Imaad Mohamed Khan Beginner 4y ago
Yann LeCun: Dark Matter of Intelligence and Self-Supervised Learning | Lex Fridman Podcast #258
ML Fundamentals
Yann LeCun: Dark Matter of Intelligence and Self-Supervised Learning | Lex Fridman Podcast #258
Lex Fridman Beginner 4y ago
Introduction to NVIDIA DOCA Module #1: DOCA Demystified
ML Fundamentals
Introduction to NVIDIA DOCA Module #1: DOCA Demystified
NVIDIA Developer 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
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
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
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
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
Panel: Causal ML at Microsoft
ML Fundamentals
Panel: Causal ML at Microsoft
Microsoft Research Beginner 4y ago
Panel: Challenges and opportunities of causality
ML Fundamentals
Panel: Challenges and opportunities of causality
Microsoft Research Beginner 4y ago
Panel: Privacy preserving machine learning
ML Fundamentals
Panel: Privacy preserving machine learning
Microsoft Research Beginner 4y ago
AI vs. Machine Learning vs. Deep Learning - Relationship Overview
ML Fundamentals ⚡ AI Lesson
AI vs. Machine Learning vs. Deep Learning - Relationship Overview
deeplizard Beginner 4y ago
Finish Work Faster with Acer Nitro 5 equipped with NVIDIA GeForce RTX 3060
ML Fundamentals
Finish Work Faster with Acer Nitro 5 equipped with NVIDIA GeForce RTX 3060
Krish Naik Beginner 4y ago
Live Day 1- Introduction To statistics In Data Science
ML Fundamentals
Live Day 1- Introduction To statistics In Data Science
Krish Naik Beginner 4y ago
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Remote Sensing Image Acquisition, Analysis and Applications
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Remote Sensing Image Acquisition, Analysis and Applications
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Digital Marketing Tools: Machine Learning and AI
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Digital Marketing Tools: Machine Learning and AI
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Optimize Vision Datasets: Augment and Analyze
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Optimize Vision Datasets: Augment and Analyze
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Advanced Machine Learning with R: Apply & Predict
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Advanced Machine Learning with R: Apply & Predict
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Debug ML Code: Fix, Trace & Evaluate
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Self-paced
Debug ML Code: Fix, Trace & Evaluate
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Solve Business Problems with AI and Machine Learning
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Solve Business Problems with AI and Machine Learning
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