Foundations

ML Fundamentals

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

690
lessons
Keynote: Ray: A Distributed Framework for Heterogeneous Computing - Ion Stoica, UC Berkeley
ML Fundamentals
Keynote: Ray: A Distributed Framework for Heterogeneous Computing - Ion Stoica, UC Berkeley
PyTorch Advanced 1y ago
Everything you need to know about Fine-tuning and Merging LLMs: Maxime Labonne
ML Fundamentals
Everything you need to know about Fine-tuning and Merging LLMs: Maxime Labonne
AI Engineer Advanced 1y ago
Stanford ECON295/CS323 I 2024 I AI and Creativity, Anima Anandkumar
ML Fundamentals
Stanford ECON295/CS323 I 2024 I AI and Creativity, Anima Anandkumar
Stanford Online Advanced 1y ago
Jeremy Bernstein - Metrized Deep Learning
ML Fundamentals
Jeremy Bernstein - Metrized Deep Learning
Cohere Advanced 1y ago
Informer: Training and Inference
ML Fundamentals
Informer: Training and Inference
CodeEmporium Advanced 1y ago
Bring AI Education and Training to Your University with NVIDIA
ML Fundamentals
Bring AI Education and Training to Your University with NVIDIA
NVIDIA Developer Advanced 1y ago
Informer: Complete Code from scratch!
ML Fundamentals
Informer: Complete Code from scratch!
CodeEmporium Advanced 1y ago
Elon Musk on AI Training Data ⚡️ #elonmusk #ai #shorts
ML Fundamentals
Elon Musk on AI Training Data ⚡️ #elonmusk #ai #shorts
Analytics Vidhya Advanced 1y ago
Hyperparameter Tuning for Improving Model Accuracy #ai #datascience #learnwithav #hyperparameter
ML Fundamentals
Hyperparameter Tuning for Improving Model Accuracy #ai #datascience #learnwithav #hyperparameter
Analytics Vidhya Advanced 1y ago
Amazon's New AI Chips vs. Nvidia's Blackwell: AI Race Heats Up! #amazon #nvidia #ai #chips #genai
ML Fundamentals
Amazon's New AI Chips vs. Nvidia's Blackwell: AI Race Heats Up! #amazon #nvidia #ai #chips #genai
Deepak Bhaskaran Advanced 1y ago
Alex Lewandowski - Learning Continually by Spectral Regularization
ML Fundamentals
Alex Lewandowski - Learning Continually by Spectral Regularization
Cohere Advanced 1y ago
Oxford Advanced Management Leadership Programme Scholarship
ML Fundamentals
Oxford Advanced Management Leadership Programme Scholarship
Saïd Business School, University of Oxford Advanced 1y ago
Maximizing AI productivity: Rad AI on using Weights & Biases Automations
ML Fundamentals
Maximizing AI productivity: Rad AI on using Weights & Biases Automations
Weights & Biases Advanced 1y ago
Quality Metrics and Tools in Michelangelo 2.0 // MLOps Podcast #239 clip 2
ML Fundamentals
Quality Metrics and Tools in Michelangelo 2.0 // MLOps Podcast #239 clip 2
MLOps.community Advanced 1y ago
Unifying Systems with Uber’s Michelangelo Platform // MLOps Podcast #239 clip
ML Fundamentals
Unifying Systems with Uber’s Michelangelo Platform // MLOps Podcast #239 clip
MLOps.community Advanced 1y ago
Oxford Executive MBA Experience Day: Taster Lecture 'Can corporations think?'
ML Fundamentals
Oxford Executive MBA Experience Day: Taster Lecture 'Can corporations think?'
Saïd Business School, University of Oxford Advanced 1y ago
Insights into building a high-performance computing cloud platform
ML Fundamentals
Insights into building a high-performance computing cloud platform
Weights & Biases Advanced 1y ago
The responsible use of generative AI in academic information security research
ML Fundamentals
The responsible use of generative AI in academic information security research
SANS Institute Advanced 1y ago
New course with Hugging Face: Quantization in Depth 🤗
ML Fundamentals
New course with Hugging Face: Quantization in Depth 🤗
DeepLearningAI Advanced 1y ago
Accelerating Simulations of Multiscale Chemical Reactors | NVIDIA GTC 2024
ML Fundamentals
Accelerating Simulations of Multiscale Chemical Reactors | NVIDIA GTC 2024
NVIDIA Developer Advanced 1y ago
Manual Testing vs Automation Testing | Manual vs Automation Testing | Edureka
ML Fundamentals
Manual Testing vs Automation Testing | Manual vs Automation Testing | Edureka
edureka! Advanced 2y ago
CU Boulder: Crucial Skills for Engineering Managers Ethical Decision Making 3.7.24.
ML Fundamentals
CU Boulder: Crucial Skills for Engineering Managers Ethical Decision Making 3.7.24.
Coursera Advanced 2y ago
New Way Now: Bayer AG is working to reduce radiologist burnout & improve patient diagnosis with AI
ML Fundamentals
New Way Now: Bayer AG is working to reduce radiologist burnout & improve patient diagnosis with AI
Google Cloud Advanced 2y ago
Non Technical Skills Required for Data Analyst Jobs!
ML Fundamentals
Non Technical Skills Required for Data Analyst Jobs!
codebasics Advanced 2y ago
Automation Test Engineer | Test Automation Engineer Roadmap, Skills, Tools, Salary, Jobs | Edureka
ML Fundamentals
Automation Test Engineer | Test Automation Engineer Roadmap, Skills, Tools, Salary, Jobs | Edureka
edureka! Advanced 2y ago
The Mathematics Behind Bending in Avatar: The Last Airbender
ML Fundamentals
The Mathematics Behind Bending in Avatar: The Last Airbender
ritvikmath Advanced 2y ago
Visualizing Neural Network Internals
ML Fundamentals
Visualizing Neural Network Internals
Sentdex Advanced 2y ago
Simple ideas to improve your RAG (Stanford, Google)
ML Fundamentals
Simple ideas to improve your RAG (Stanford, Google)
Discover AI Advanced 2y ago
Informer: complete architecture EXPLAINED!
ML Fundamentals
Informer: complete architecture EXPLAINED!
CodeEmporium Advanced 1y ago
Informer Encoder architecture - EXPLAINED!
ML Fundamentals
Informer Encoder architecture - EXPLAINED!
CodeEmporium Advanced 1y ago
Fireside Chat: Max Welling
ML Fundamentals
Fireside Chat: Max Welling
Cohere Advanced 1y ago
Informer embeddings - EXPLAINED!
ML Fundamentals
Informer embeddings - EXPLAINED!
CodeEmporium Advanced 1y ago
Informer distillation - EXPLAINED!
ML Fundamentals
Informer distillation - EXPLAINED!
CodeEmporium Advanced 1y ago
Elijah Cole - Machine Learning for Global-Scale Species Mapping
ML Fundamentals
Elijah Cole - Machine Learning for Global-Scale Species Mapping
Cohere Advanced 1y ago
Uber's Michelangelo: Strategic AI Overhaul and Impact // MLOps podcast #239
ML Fundamentals
Uber's Michelangelo: Strategic AI Overhaul and Impact // MLOps podcast #239
MLOps.community Advanced 1y ago
Continuous Deployment with Weights & Biases Automations
ML Fundamentals
Continuous Deployment with Weights & Biases Automations
Weights & Biases Advanced 1y ago
Rethinking Retraining: Cost-Effective AI Solutions // Patrick Beukema // MLOps podcast #225 clip
ML Fundamentals
Rethinking Retraining: Cost-Effective AI Solutions // Patrick Beukema // MLOps podcast #225 clip
MLOps.community Advanced 1y ago
Petar Veličković - Categorical Deep Learning: An Algebraic Theory of Architectures
ML Fundamentals
Petar Veličković - Categorical Deep Learning: An Algebraic Theory of Architectures
Cohere Advanced 1y ago
Beyond AGI, Can AI Help Save the Planet? // Patrick Beukema // MLOps Podcast #225
ML Fundamentals
Beyond AGI, Can AI Help Save the Planet? // Patrick Beukema // MLOps Podcast #225
MLOps.community Advanced 1y ago
Accelerating Drug Discovery by Combining Quantum-Based Models w/ Machine Learning | NVIDIA GTC 2024
ML Fundamentals
Accelerating Drug Discovery by Combining Quantum-Based Models w/ Machine Learning | NVIDIA GTC 2024
NVIDIA Developer Advanced 1y ago
Musical performance by John Falsetto
ML Fundamentals
Musical performance by John Falsetto
Saïd Business School, University of Oxford Advanced 2y ago
Cheng Soon Ong - Why you Should Learn Mathematics for Machine Learning
ML Fundamentals
Cheng Soon Ong - Why you Should Learn Mathematics for Machine Learning
Cohere Advanced 2y ago
How much training data does a neural network need?
ML Fundamentals
How much training data does a neural network need?
CodeEmporium Advanced 2y ago
Language Processing, Recommendations, System Integration // Aayush Mugdal // MLOps Podcast #211 clip
ML Fundamentals
Language Processing, Recommendations, System Integration // Aayush Mugdal // MLOps Podcast #211 clip
MLOps.community Advanced 2y ago
Automate & Innovate: Unlocking the Power of Model Management
ML Fundamentals
Automate & Innovate: Unlocking the Power of Model Management
Weights & Biases Advanced 2y ago
Top 10 Deep Learning Interview Questions And Answers | AI & Deep Learning Interview Questions
ML Fundamentals
Top 10 Deep Learning Interview Questions And Answers | AI & Deep Learning Interview Questions
Analytics Vidhya Advanced 2y ago
Unpacking the Essence of AI Education | Sebastian Raschka, AI Staff Educator @ Lightning AI | LWD 22
ML Fundamentals
Unpacking the Essence of AI Education | Sebastian Raschka, AI Staff Educator @ Lightning AI | LWD 22
Analytics Vidhya Advanced 2y ago
Batch Normalization in neural networks - EXPLAINED!
ML Fundamentals
Batch Normalization in neural networks - EXPLAINED!
CodeEmporium Advanced 2y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Statistics You Need to Know for Machine Learning
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Self-paced
Statistics You Need to Know for Machine Learning
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Databricks Associate Developer: Apache Spark with Python
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Self-paced
Databricks Associate Developer: Apache Spark with Python
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Machine Learning Algorithms: Supervised Learning Tip to Tail
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Self-paced
Machine Learning Algorithms: Supervised Learning Tip to Tail
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Deep Neural Network for Beginners Using Python
📚 Coursera Course ↗
Self-paced
Deep Neural Network for Beginners Using Python
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AWS Glue Getting Started
📚 Coursera Course ↗
Self-paced
AWS Glue Getting Started
Opens on Coursera ↗
Data Engineering & Pipeline Reliability for Machine Learning
📚 Coursera Course ↗
Self-paced
Data Engineering & Pipeline Reliability for Machine Learning
Opens on Coursera ↗