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
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
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
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
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
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
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
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
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
How to Learn Data Science as a Beginner
ML Fundamentals
How to Learn Data Science as a Beginner
365 Data Science Beginner 4y ago
PyTorch Turns 5!
ML Fundamentals
PyTorch Turns 5!
PyTorch Beginner 4y ago
Song Popularity Prediction EDA with Martin Henze (Heads or Tails)
ML Fundamentals ⚡ AI Lesson
Song Popularity Prediction EDA with Martin Henze (Heads or Tails)
Abhishek Thakur Beginner 4y ago
ML4Audio - pyctcdecode: A simple and fast speech-to-text prediction decoding algorithm
ML Fundamentals ⚡ AI Lesson
ML4Audio - pyctcdecode: A simple and fast speech-to-text prediction decoding algorithm
HuggingFace Beginner 4y ago
Gradio Course - Create User Interfaces for Machine Learning Models
ML Fundamentals ⚡ AI Lesson
Gradio Course - Create User Interfaces for Machine Learning Models
freeCodeCamp.org Beginner 4y ago
Recurrent Neural Networks (RNNs) Explained - Deep Learning
ML Fundamentals
Recurrent Neural Networks (RNNs) Explained - Deep Learning
AssemblyAI Beginner 4y ago
The Exponential Distribution
ML Fundamentals
The Exponential Distribution
StatQuest with Josh Starmer Beginner 4y ago
The mean, the median, and the mode.
ML Fundamentals
The mean, the median, and the mode.
StatQuest with Josh Starmer Beginner 4y ago
New AI: Next Level Video Editing! 🤯
ML Fundamentals
New AI: Next Level Video Editing! 🤯
Two Minute Papers Beginner 4y ago
Front End and Back End Technologies in Web development | Java , Node JS , Phython | Entri
ML Fundamentals
Front End and Back End Technologies in Web development | Java , Node JS , Phython | Entri
Entri Coding മലയാളം Beginner 4y ago
Three Vectors of Artificial Intelligence and Machine Learning
ML Fundamentals
Three Vectors of Artificial Intelligence and Machine Learning
The New Stack Beginner 4y ago
Photos Go In, Reality Comes Out…And Fast! 🌁
ML Fundamentals
Photos Go In, Reality Comes Out…And Fast! 🌁
Two Minute Papers 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
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
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
Unsupervised Speech Enhancement
ML Fundamentals
Unsupervised Speech Enhancement
Microsoft Research Beginner 4y ago
Federated Learning: Machine Learning on the Edge // Varun Kumar Khare // Reading group #3
ML Fundamentals ⚡ AI Lesson
Federated Learning: Machine Learning on the Edge // Varun Kumar Khare // Reading group #3
MLOps.community Beginner 4y ago
Deep Learning Fundamentals Course Intro - Premium Edition
ML Fundamentals ⚡ AI Lesson
Deep Learning Fundamentals Course Intro - Premium Edition
deeplizard Beginner 4y ago
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Transfer Learning for NLP with TensorFlow Hub
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Transfer Learning for NLP with TensorFlow Hub
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Curso Completo de Deep Learning
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Curso Completo de Deep Learning
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Deploy ML Models to Production
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Deploy ML Models to Production
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Applied Calculus with Python
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Applied Calculus with Python
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Deploy and Optimize Cloud AI Architectures
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Deploy and Optimize Cloud AI Architectures
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Introduction to Machine Learning with Python
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Introduction to Machine Learning with Python
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