Foundations

ML Fundamentals

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

8500
lessons
My YouTube setup (hardware and software) | Youtube Setup For Coding Channel
📐 ML Fundamentals
My YouTube setup (hardware and software) | Youtube Setup For Coding Channel
codebasics Beginner 5y ago
How To Move From Barely Doing BI to Doing AI // Joe Reis // MLOps Meetup #45
📐 ML Fundamentals
How To Move From Barely Doing BI to Doing AI // Joe Reis // MLOps Meetup #45
MLOps.community Beginner 5y ago
How I Would Learn Data Science in 2021 (What Has Changed?)
📐 ML Fundamentals
How I Would Learn Data Science in 2021 (What Has Changed?)
Ken Jee Beginner 5y ago
Neural Networks from Scratch - P.6 Softmax Activation
📐 ML Fundamentals
Neural Networks from Scratch - P.6 Softmax Activation
sentdex Beginner 5y ago
What's the most challenging skill you needed to learn in your career? | 69,420 Subscribers Live Q&A
📐 ML Fundamentals
What's the most challenging skill you needed to learn in your career? | 69,420 Subscribers Live Q&A
Daniel Bourke Beginner 5y ago
Best computer vision competitions on Kaggle (for beginners)
📐 ML Fundamentals
Best computer vision competitions on Kaggle (for beginners)
Abhishek Thakur Beginner 5y ago
¡Entrevista a ANDRES TORRUBIA! - Kaggle Master, Educación y el Futuro de la IA 🔥
📐 ML Fundamentals
¡Entrevista a ANDRES TORRUBIA! - Kaggle Master, Educación y el Futuro de la IA 🔥
Dot CSV Beginner 5y ago
Ep#7 - ML and Encryption - It's all about secure insights
📐 ML Fundamentals
Ep#7 - ML and Encryption - It's all about secure insights
MLOps.community Beginner 5y ago
Pillars 1 & 2: Are We Close to a Deal? Welcome and ‘The State of Play’
📐 ML Fundamentals
Pillars 1 & 2: Are We Close to a Deal? Welcome and ‘The State of Play’
Saïd Business School, University of Oxford Beginner 5y ago
Superpowers for next gen web apps: Machine learning
📐 ML Fundamentals
Superpowers for next gen web apps: Machine learning
Chrome for Developers Beginner 5y ago
Machine Learning 101 - Whiteboard Friday
📐 ML Fundamentals
Machine Learning 101 - Whiteboard Friday
Moz Beginner 5y ago
Discover high-quality online degrees on Coursera that suit your lifestyle, schedule, and budget
📐 ML Fundamentals
Discover high-quality online degrees on Coursera that suit your lifestyle, schedule, and budget
Coursera Beginner 5y ago
Transform Your Life and Impact the World With Courses on Coursera
📐 ML Fundamentals
Transform Your Life and Impact the World With Courses on Coursera
Coursera Beginner 5y ago
The Oxford Executive MBA experience during Covid-19
📐 ML Fundamentals
The Oxford Executive MBA experience during Covid-19
Saïd Business School, University of Oxford Beginner 5y ago
Best NLP competitions on Kaggle (to learn from)
📐 ML Fundamentals
Best NLP competitions on Kaggle (to learn from)
Abhishek Thakur Beginner 5y ago
Michael Littman: Reinforcement Learning and the Future of AI | Lex Fridman Podcast #144
📐 ML Fundamentals
Michael Littman: Reinforcement Learning and the Future of AI | Lex Fridman Podcast #144
Lex Fridman Beginner 5y ago
Compete More Effectively on Kaggle using Weights & Biases
📐 ML Fundamentals
Compete More Effectively on Kaggle using Weights & Biases
Weights & Biases Beginner 5y ago
TensorFlow.js Community "Show & Tell" #4
📐 ML Fundamentals
TensorFlow.js Community "Show & Tell" #4
TensorFlow Beginner 5y ago
Custom Handpose Gesture Detection with Tensorflow.Js and React.Js | Deep Learning Hand Tracking
📐 ML Fundamentals
Custom Handpose Gesture Detection with Tensorflow.Js and React.Js | Deep Learning Hand Tracking
Nicholas Renotte Beginner 5y ago
W&B Deep Learning Salon
📐 ML Fundamentals
W&B Deep Learning Salon
Weights & Biases Beginner 5y ago
Are Neural Networks Intelligent?
📐 ML Fundamentals
Are Neural Networks Intelligent?
CodeEmporium Beginner 5y ago
Overfitting, Underfitting And Data Leakage Explanation With Simple Example
📐 ML Fundamentals
Overfitting, Underfitting And Data Leakage Explanation With Simple Example
Krish Naik Beginner 5y ago
Deepmind's Alphafold2 Solves Protein Structures (Part 2) #shorts
📐 ML Fundamentals
Deepmind's Alphafold2 Solves Protein Structures (Part 2) #shorts
Data Professor Beginner 5y ago
Deepmind's Alphafold2 Solves Protein Structures (Part 1) #shorts
📐 ML Fundamentals
Deepmind's Alphafold2 Solves Protein Structures (Part 1) #shorts
Data Professor Beginner 5y ago
Deep Learning’s Most Important Ideas | Machine Learning Monthly November 2020
📐 ML Fundamentals
Deep Learning’s Most Important Ideas | Machine Learning Monthly November 2020
Daniel Bourke Beginner 5y ago
The opportunities with AI and machine learning
📐 ML Fundamentals
The opportunities with AI and machine learning
Microsoft Research Beginner 5y ago
12.5 Extending Binary Metric to Multiclass Problems (L12 Model Eval 5: Performance Metrics)
📐 ML Fundamentals
12.5 Extending Binary Metric to Multiclass Problems (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.4 Receiver Operating Characteristic (L12 Model Eval 5: Performance Metrics)
📐 ML Fundamentals
12.4 Receiver Operating Characteristic (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
Recent Efforts Towards Efficient And Scalable Neural Waveform Coding
📐 ML Fundamentals
Recent Efforts Towards Efficient And Scalable Neural Waveform Coding
Microsoft Research Beginner 5y ago
AlphaFold2 - Quick Thoughts on 3D Spatial Graphs and Graph Neural Networks
📐 ML Fundamentals
AlphaFold2 - Quick Thoughts on 3D Spatial Graphs and Graph Neural Networks
Connor Shorten Beginner 5y ago
Manolis Kellis: Meaning of Life, the Universe, and Everything | Lex Fridman Podcast #142
📐 ML Fundamentals
Manolis Kellis: Meaning of Life, the Universe, and Everything | Lex Fridman Podcast #142
Lex Fridman Beginner 5y ago
NVAITC Webinar: Deploying Models with TensorRT
📐 ML Fundamentals
NVAITC Webinar: Deploying Models with TensorRT
NVIDIA Developer Beginner 5y ago
NVAITC Webinar: Automatic Mixed Precision Training in PyTorch
📐 ML Fundamentals
NVAITC Webinar: Automatic Mixed Precision Training in PyTorch
NVIDIA Developer Beginner 5y ago
Big Data, Hadoop and Machine Learning Explained using Dams
📐 ML Fundamentals
Big Data, Hadoop and Machine Learning Explained using Dams
Imaad Mohamed Khan Beginner 5y ago
Predictive Coding Approximates Backprop along Arbitrary Computation Graphs (Paper Explained)
📐 ML Fundamentals
Predictive Coding Approximates Backprop along Arbitrary Computation Graphs (Paper Explained)
Yannic Kilcher Beginner 5y ago
Getting ready to learn Python, Windows edition #7: git for repository management
📐 ML Fundamentals
Getting ready to learn Python, Windows edition #7: git for repository management
Brandon Rohrer Beginner 5y ago
Ep#6 - Privacy-preserving ML with Differential Privacy
📐 ML Fundamentals
Ep#6 - Privacy-preserving ML with Differential Privacy
MLOps.community Beginner 5y ago
Human-centric ML Infrastructure: A Netflix Original // Savin Goyal // MLOps Meetup #44
📐 ML Fundamentals
Human-centric ML Infrastructure: A Netflix Original // Savin Goyal // MLOps Meetup #44
MLOps.community Beginner 5y ago
I got a chance to try NVIDIA A100 GPU via qblocks.cloud
📐 ML Fundamentals
I got a chance to try NVIDIA A100 GPU via qblocks.cloud
Abhishek Thakur Beginner 5y ago
Diganta Mishra on smooth activations, robustness, and catastrophic forgetting
📐 ML Fundamentals
Diganta Mishra on smooth activations, robustness, and catastrophic forgetting
Weights & Biases Beginner 5y ago
A Conversation with Seattle Data Guy // Benjamin Rogojan // MLOps Coffee Sessions #21
📐 ML Fundamentals
A Conversation with Seattle Data Guy // Benjamin Rogojan // MLOps Coffee Sessions #21
MLOps.community Beginner 5y ago
Investing in Procurement Builds Resilience
📐 ML Fundamentals
Investing in Procurement Builds Resilience
Saïd Business School, University of Oxford Beginner 5y ago
Ep#5 - The intersection between DataOps and privacy
📐 ML Fundamentals
Ep#5 - The intersection between DataOps and privacy
MLOps.community Beginner 5y ago
12.3 Balanced Accuracy (L12 Model Eval 5: Performance Metrics)
📐 ML Fundamentals
12.3 Balanced Accuracy (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.2 Precision, Recall, and F1 Score (L12 Model Eval 5: Performance Metrics)
📐 ML Fundamentals
12.2 Precision, Recall, and F1 Score (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.1 Confusion Matrix (L12 Model Eval 5: Performance Metrics)
📐 ML Fundamentals
12.1 Confusion Matrix (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.0 Lecture Overview (L12 Model Eval 5: Performance Metrics)
📐 ML Fundamentals
12.0 Lecture Overview (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
NVAITC Webinar: Introduction to Convolutional Neural Networks
📐 ML Fundamentals
NVAITC Webinar: Introduction to Convolutional Neural Networks
NVIDIA Developer Beginner 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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AI for Business Leaders
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Self-paced
AI for Business Leaders
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Pricing Options with Mathematical Models
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Self-paced
Pricing Options with Mathematical Models
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Introduction to Image Generation - Bahasa Indonesia
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Self-paced
Introduction to Image Generation - Bahasa Indonesia
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Physics 101 - Forces and Kinematics
📚 Coursera Course ↗
Self-paced
Physics 101 - Forces and Kinematics
Opens on Coursera ↗
Visual Perception for Self-Driving Cars
📚 Coursera Course ↗
Self-paced
Visual Perception for Self-Driving Cars
Opens on Coursera ↗
Google Cloud Product Fundamentals en Français
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Self-paced
Google Cloud Product Fundamentals en Français
Opens on Coursera ↗