Foundations

ML Fundamentals

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

13114
lessons
Generate Python Faster with Mito⭐ ⭐ ⭐ ⭐
ML Fundamentals
Generate Python Faster with Mito⭐ ⭐ ⭐ ⭐
Krish Naik Beginner 4y ago
problems that solve themselves #shorts
ML Fundamentals
problems that solve themselves #shorts
ritvikmath Intermediate 4y ago
How to build machine learning models for drug discovery using PaDELPy
ML Fundamentals
How to build machine learning models for drug discovery using PaDELPy
Data Professor Beginner 4y ago
W&B Fastbook Reading Group — 4. Going Deeper into Computer Vision
ML Fundamentals
W&B Fastbook Reading Group — 4. Going Deeper into Computer Vision
Weights & Biases Beginner 4y ago
BERT Model for Toxic Comment Classification (with GitHub Copilot's help)
ML Fundamentals
BERT Model for Toxic Comment Classification (with GitHub Copilot's help)
Abhishek Thakur Beginner 4y ago
Self-driving from VISION ONLY - Tesla's self-driving progress by Andrej Karpathy (Talk Analysis)
ML Fundamentals
Self-driving from VISION ONLY - Tesla's self-driving progress by Andrej Karpathy (Talk Analysis)
Yannic Kilcher Beginner 4y ago
Teaching an RC car to drive itself
ML Fundamentals
Teaching an RC car to drive itself
Weights & Biases Beginner 4y ago
Who's Telling the Truth? Using "Gobble" - Computerphile
ML Fundamentals
Who's Telling the Truth? Using "Gobble" - Computerphile
Computerphile Intermediate 4y ago
Writing Machine Learning Pipelines And Deep Learning Code Using Github Copilot ⭐⭐⭐⭐⭐⭐
ML Fundamentals
Writing Machine Learning Pipelines And Deep Learning Code Using Github Copilot ⭐⭐⭐⭐⭐⭐
Krish Naik Beginner 4y ago
Deep Unsupervised Learning for Climate Informatics with Claire Monteleoni - #497
ML Fundamentals
Deep Unsupervised Learning for Climate Informatics with Claire Monteleoni - #497
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
Use cross_val_score and GridSearchCV on a Pipeline
ML Fundamentals
Use cross_val_score and GridSearchCV on a Pipeline
Data School Beginner 4y ago
All Python Libraries You Need For Machine Learning And Data Science
ML Fundamentals
All Python Libraries You Need For Machine Learning And Data Science
Patrick Loeber Beginner 4y ago
PyTorch Community Voices | Distributed PyTorch with Ray | Michael & Richard
ML Fundamentals
PyTorch Community Voices | Distributed PyTorch with Ray | Michael & Richard
PyTorch Beginner 4y ago
AI Weekly Update - June 30th, 2021 (#37!)
ML Fundamentals
AI Weekly Update - June 30th, 2021 (#37!)
Connor Shorten Beginner 4y ago
Coding Word2Vec : Natural Language Processing
ML Fundamentals
Coding Word2Vec : Natural Language Processing
ritvikmath Beginner 4y ago
Data Scientist Noob Vs Pro #shorts
ML Fundamentals
Data Scientist Noob Vs Pro #shorts
CodeEmporium Intermediate 4y ago
Three reasons not to use drop='first' with OneHotEncoder
ML Fundamentals
Three reasons not to use drop='first' with OneHotEncoder
Data School Beginner 4y ago
The Molecular Basis of Life
ML Fundamentals
The Molecular Basis of Life
arXiv Insights Beginner 4y ago
Introducing Retiarii: A deep learning exploratory-training framework on NNI
ML Fundamentals
Introducing Retiarii: A deep learning exploratory-training framework on NNI
Microsoft Research Advanced 4y ago
Engineering MLOps // Emmanuel Raj // MLOps Meetup #69
ML Fundamentals
Engineering MLOps // Emmanuel Raj // MLOps Meetup #69
MLOps.community Beginner 4y ago
Maximizing Performance for Distributed Deep Learning with NVIDIA SHARP (HGX)
ML Fundamentals
Maximizing Performance for Distributed Deep Learning with NVIDIA SHARP (HGX)
NVIDIA Developer Beginner 4y ago
Build a ML Classification Model in 12 Lines with PyCaret
ML Fundamentals
Build a ML Classification Model in 12 Lines with PyCaret
Nicholas Renotte Beginner 4y ago
What is the Jax Deep Learning Framework?
ML Fundamentals
What is the Jax Deep Learning Framework?
Roboflow Beginner 4y ago
Panels # 1: What it takes to become a Quadruple Kaggle Grandmaster?
ML Fundamentals
Panels # 1: What it takes to become a Quadruple Kaggle Grandmaster?
Abhishek Thakur Beginner 4y ago
Build A Machine Learning iOS App | PyTorch Mobile Deployment
ML Fundamentals
Build A Machine Learning iOS App | PyTorch Mobile Deployment
Patrick Loeber Beginner 4y ago
L3.4 Feynman Calculus: Higher-Order Diagrams
ML Fundamentals
L3.4 Feynman Calculus: Higher-Order Diagrams
MIT OpenCourseWare Beginner 4y ago
L3.5 Feynman Calculus: Divergency
ML Fundamentals
L3.5 Feynman Calculus: Divergency
MIT OpenCourseWare Beginner 4y ago
Building AI models for healthcare (ML Tech Talks)
ML Fundamentals
Building AI models for healthcare (ML Tech Talks)
TensorFlow Beginner 4y ago
Oxford Saïd Giving Day 2021
ML Fundamentals
Oxford Saïd Giving Day 2021
Saïd Business School, University of Oxford Intermediate 4y ago
TFLite delegates
ML Fundamentals
TFLite delegates
TensorFlow Intermediate 4y ago
CI/CD for MLOPS Definition // Monmayuri Ray // MLOps Coffee Sessions #41 short clip
ML Fundamentals
CI/CD for MLOPS Definition // Monmayuri Ray // MLOps Coffee Sessions #41 short clip
MLOps.community Advanced 4y ago
Process Documents Faster Using AWS Machine Learning - AWS Online Tech Talks
ML Fundamentals
Process Documents Faster Using AWS Machine Learning - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Introducing New AWS Local Zones in Boston, Houston, and Miami for Low Latency Workloads
ML Fundamentals
Introducing New AWS Local Zones in Boston, Houston, and Miami for Low Latency Workloads
AWS Developers Intermediate 4y ago
Oxford Saïd Giving Day 2021
ML Fundamentals
Oxford Saïd Giving Day 2021
Saïd Business School, University of Oxford Intermediate 4y ago
Expected Values for Continuous Variables!!!
ML Fundamentals
Expected Values for Continuous Variables!!!
StatQuest with Josh Starmer Beginner 4y ago
AugLy - Data Augmentation for Deep Learning | Python Library | Applied Machine Learning
ML Fundamentals
AugLy - Data Augmentation for Deep Learning | Python Library | Applied Machine Learning
1littlecoder Intermediate 4y ago
Amelia & Filip — How Pandora Deploys ML Models into Production
ML Fundamentals
Amelia & Filip — How Pandora Deploys ML Models into Production
Weights & Biases Beginner 4y ago
what does a marathon look like to a bird? #shorts
ML Fundamentals
what does a marathon look like to a bird? #shorts
ritvikmath Intermediate 4y ago
W&B Fastbook Reading Group — 3. DL Models in Production & Ethical Considerations
ML Fundamentals
W&B Fastbook Reading Group — 3. DL Models in Production & Ethical Considerations
Weights & Biases Beginner 4y ago
L3.2 Feynman Calculus: Fermi's Golden Rule
ML Fundamentals
L3.2 Feynman Calculus: Fermi's Golden Rule
MIT OpenCourseWare Beginner 4y ago
L3.3 Feynman Calculus: Toy Theory
ML Fundamentals
L3.3 Feynman Calculus: Toy Theory
MIT OpenCourseWare Beginner 4y ago
L3.1 Feynman Calculus: Introduction
ML Fundamentals
L3.1 Feynman Calculus: Introduction
MIT OpenCourseWare Beginner 4y ago
Luis Ceze — Accelerating Machine Learning Systems
ML Fundamentals
Luis Ceze — Accelerating Machine Learning Systems
Weights & Biases Advanced 4y ago
HistGradientBoostingClassifier natively supports missing values
ML Fundamentals
HistGradientBoostingClassifier natively supports missing values
Data School Beginner 4y ago
W&B Fastbook Reading Group — 2.  DL Models in Production & Validation Sets
ML Fundamentals
W&B Fastbook Reading Group — 2. DL Models in Production & Validation Sets
Weights & Biases Beginner 4y ago
Word2Vec : Natural Language Processing
ML Fundamentals
Word2Vec : Natural Language Processing
ritvikmath Intermediate 4y ago
SGT Model Deployment Working Group June 22, 2021 Meeting
ML Fundamentals
SGT Model Deployment Working Group June 22, 2021 Meeting
MLOps.community Beginner 4y ago
Examine the intermediate steps in a Pipeline
ML Fundamentals
Examine the intermediate steps in a Pipeline
Data School Beginner 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Mathematics for Engineers: The Capstone Course
📚 Coursera Course ↗
Self-paced
Mathematics for Engineers: The Capstone Course
Opens on Coursera ↗
Network and Security Optimization in Telecommunication
📚 Coursera Course ↗
Self-paced
Network and Security Optimization in Telecommunication
Opens on Coursera ↗
TensorFlow Prediction: Identify Penguin Species
📚 Coursera Course ↗
Self-paced
TensorFlow Prediction: Identify Penguin Species
Opens on Coursera ↗
Creative AI: Sound, Music and Interaction
📚 Coursera Course ↗
Self-paced
Creative AI: Sound, Music and Interaction
Opens on Coursera ↗
KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS
📚 Coursera Course ↗
Self-paced
KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS
Opens on Coursera ↗
Introduction to AI
📚 Coursera Course ↗
Self-paced
Introduction to AI
Opens on Coursera ↗